Description
Machine learning based package to predict anti-angiogenic peptides using heterogeneous sequence descriptors. 'AntAngioCOOL' exploits five descriptor types of a peptide of interest to do prediction including: pseudo amino acid composition, k-mer composition, k-mer composition (reduced alphabet), physico-chemical profile and atomic profile. According to the obtained results, 'AntAngioCOOL' reached to a satisfactory performance in anti-angiogenic peptide prediction on a benchmark non-redundant independent test dataset.
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CRAN incoming feasibility
Maintainer: ‘Javad Zahiri <zahiri@modares.ac.ir>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Babak",
family = "Khorsand",
role = "aut",
email = "khorsand@yahoo.com"),
person(given = "Javad",
family = "Zahiri",
role = "cre",
email = "zahiri@modares.ac.ir"))
as necessary.
package dependencies
Packages required but not available: 'rJava', 'RWeka' See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
CRAN incoming feasibility
Maintainer: ‘Javad Zahiri <zahiri@modares.ac.ir>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Babak",
family = "Khorsand",
role = "aut",
email = "khorsand@yahoo.com"),
person(given = "Javad",
family = "Zahiri",
role = "cre",
email = "zahiri@modares.ac.ir"))
as necessary.
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
installed package size
installed size is 35.6Mb
sub-directories of 1Mb or more:
R 35.5Mb
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
installed package size
installed size is 35.6Mb
sub-directories of 1Mb or more:
R 35.5Mb
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
installed package size
installed size is 34.5Mb
sub-directories of 1Mb or more:
R 34.4Mb
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex database (Kawashima et al., 2008) (C1={A, E}, C2={I, L, F, M, V}, C3={N, D, T, S}, C4={G}, C5={P}, C6={R, K, Q, H}, C7={Y, W}, C8={C}). We have computed k-mer composition for k=2,3,4 for each peptide.
| ^
Check History
ERROR 0 OK · 13 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Javad Zahiri <zahiri@modares.ac.ir>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Babak",
family = "Khorsand",
role = "aut",
email = "khorsand@yahoo.com"),
person(given = "Javad",
family = "Zahiri",
role = "cre",
email = "zahiri@modares.ac.ir"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Javad Zahiri <zahiri@modares.ac.ir>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Babak",
family = "Khorsand",
role = "aut",
email = "khorsand@yahoo.com"),
person(given = "Javad",
family = "Zahiri",
role = "cre",
email = "zahiri@modares.ac.ir"))
as necessary.
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex data
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex data
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex data
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex data
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex data
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex data
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex data
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex data
Rd files
checkRd: (-1) AntAngioCOOL.Rd:33: Lost braces; missing escapes or markup?
33 | 2- K-mer composition that shows the fraction of all possible subsequences with length k in the given peptide. To compute k-mer composition features, reduced amino acid alphabet that proposed by Zahiri et al (Zahiri et al., 2014) has been exploited: the 20 alphabet of amino acids have been reduced to a new alphabet with size 8 according to 544 physicochemical and biochemical indices that extracted from AAIndex data
installed package size
installed size is 35.6Mb
sub-directories of 1Mb or more:
R 35.5Mb
installed package size
installed size is 35.6Mb
sub-directories of 1Mb or more:
R 35.5Mb
installed package size
installed size is 34.5Mb
sub-directories of 1Mb or more:
R 34.4Mb