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ftrCOOL  

Feature Extraction from Biological Sequences
View on CRAN: Click here


Download and install ftrCOOL package within the R console
Install from CRAN:
install.packages("ftrCOOL")

Install from Github:
library("remotes")
install_github("cran/ftrCOOL")

Install by package version:
library("remotes")
install_version("ftrCOOL", "2.0.0")



Attach the package and use:
library("ftrCOOL")
Maintained by
Sare Amerifar
[Scholar Profile | Author Map]
First Published: 2020-08-31
Latest Update: 2021-11-29
Description:
Extracts features from biological sequences. It contains most features which are presented in related work and also includes features which have never been introduced before. It extracts numerous features from nucleotide and peptide sequences. Each feature converts the input sequences to discrete numbers in order to use them as predictors in machine learning models. There are many features and information which are hidden inside a sequence. Utilizing the package, users can convert biological sequences to discrete models based on chosen properties. References: 'iLearn' 'Z. Chen et al.' (2019) . 'iFeature' 'Z. Chen et al.' (2018) . . 'PseKRAAC' 'Y. Zuo et al.' 'PseKRAAC: a flexible web server for generating pseudo K-tuple reduced amino acids composition' (2017) . 'iDNA6mA-PseKNC' 'P. Feng et al.' 'iDNA6mA-PseKNC: Identifying DNA N6-methyladenosine sites by incorporating nucleotide physicochemical properties into PseKNC' (2019) . 'I. Dubchak et al.' 'Prediction of protein folding class using global description of amino acid sequence' (1995) . 'W. Chen et al.' 'Identification and analysis of the N6-methyladenosine in the Saccharomyces cerevisiae transcriptome' (2015) .
How to cite:
Sare Amerifar (2020). ftrCOOL: Feature Extraction from Biological Sequences. R package version 2.0.0, https://cran.r-project.org/web/packages/ftrCOOL. Accessed 11 May. 2025.
Previous versions and publish date:
0.1.0 (2020-08-31 11:10), 1.1.0 (2020-12-16 17:50), 1.1.1 (2021-01-12 10:30), 1.1.2 (2021-01-19 18:00)
Other packages that cited ftrCOOL R package
View ftrCOOL citation profile
Other R packages that ftrCOOL depends, imports, suggests or enhances
Complete documentation for ftrCOOL
Functions, R codes and Examples using the ftrCOOL R package
Some associated functions: AA2Binary . AAKpartComposition . AAindex . AAutoCor . AESNN3 . ANF_DNA . ANF_RNA . APAAC . APkNUCTri_DNA . APkNUCdi_DNA . APkNUCdi_RNA . ASA . ASDC . ASDC_DNA . ASDC_RNA . AutoCorDiNUC_DNA . AutoCorDiNUC_RNA . AutoCorTriNUC_DNA . BLOSUM62 . CTD . CTDC . CTDD . CTDT . CkSAApair . CkSGAApair . CkSNUCpair_DNA . CkSNUCpair_RNA . CodonFraction . CodonUsage_DNA . CodonUsage_RNA . DDE . DPCP_DNA . DPCP_RNA . DiNUC2Binary_DNA . DiNUC2Binary_RNA . DiNUCindex_DNA . DiNUCindex_RNA . DisorderB . DisorderC . DisorderS . DistancePair . EAAComposition . EGAAComposition . EIIP . ENUComposition_DNA . ENUComposition_RNA . EffectiveNumberCodon . ExpectedValKmerNUC_DNA . ExpectedValKmerNUC_RNA . ExpectedValueAA . ExpectedValueGAA . ExpectedValueGKmerAA . ExpectedValueKmerAA . GAAKpartComposition . G_Ccontent_DNA . G_Ccontent_RNA . GrpDDE . KNNPeptide . KNNProtein . KNN_DNA . KNN_RNA . LocalPoSpKAAF . LocalPoSpKNUCF_DNA . LocalPoSpKNUCF_RNA . MMI_DNA . MMI_RNA . Mismatch_DNA . Mismatch_RNA . NCP_DNA . NCP_RNA . NUC2Binary_DNA . NUC2Binary_RNA . NUCKpartComposition_DNA . NUCKpartComposition_RNA . OPF_10bit . OPF_7bit_T1 . OPF_7bit_T2 . OPF_7bit_T3 . PCPseDNC . PS2_DNA . PS2_RNA . PS3_DNA . PS3_RNA . PS4_DNA . PS4_RNA . PSEAAC . PSEkNUCTri_DNA . PSEkNUCdi_DNA . PSEkNUCdi_RNA . PSSM . PSTNPds . PSTNPss_DNA . PSTNPss_RNA . PseEIIP . PseKRAAC_T1 . PseKRAAC_T10 . PseKRAAC_T11 . PseKRAAC_T12 . PseKRAAC_T13 . PseKRAAC_T14 . PseKRAAC_T15 . PseKRAAC_T16 . PseKRAAC_T2 . PseKRAAC_T3A . PseKRAAC_T3B . PseKRAAC_T4 . PseKRAAC_T5 . PseKRAAC_T6A . PseKRAAC_T6B . PseKRAAC_T7 . PseKRAAC_T8 . PseKRAAC_T9 . QSOrder . SAAC . SGAAC . SOCNumber . SSEB . SSEC . SSES . TPCP_DNA . TorsionAngle . TriNUCindex_DNA . Zcurve12bit_DNA . Zcurve12bit_RNA . Zcurve144bit_DNA . Zcurve144bit_RNA . Zcurve36bit_DNA . Zcurve36bit_RNA . Zcurve48bit_DNA . Zcurve48bit_RNA . Zcurve9bit_DNA . Zcurve9bit_RNA . alphabetCheck . binary_3bit_T1 . binary_3bit_T2 . binary_3bit_T3 . binary_3bit_T4 . binary_3bit_T5 . binary_3bit_T6 . binary_3bit_T7 . binary_5bit_T1 . binary_5bit_T2 . binary_6bit . codonAdaptionIndex . conjointTriad . conjointTriadKS . fa.read . fickettScore . kAAComposition . kGAAComposition . kNUComposition_DNA . kNUComposition_RNA . maxORF . maxORF_RNA . maxORFlength_DNA . maxORFlength_RNA . nameKmer . needleman . nonStandardSeq . readASAdir . readDisDir . readPSSMdir . readTorsionDir . readss2Dir . revComp . zSCALE . 
Some associated R codes: AA2Binary.R . AAKpartComposition.R . AAindex.R . AAutoCor.R . AESNN3.R . ANF_DNA.R . ANF_RNA.R . APAAC.R . APkNUCTri_DNA.R . APkNUCdi_DNA.R . APkNUCdi_RNA.R . ASA.R . ASDC.R . ASDC_DNA.R . ASDC_RNA.R . AutoCorDiNUC_DNA.R . AutoCorDiNUC_RNA.R . AutoCorTriNUC_DNA.R . Blosum62.R . CTD.R . CTDC.R . CTDD.R . CTDT.R . CkSAApair.R . CkSGAApair.R . CkSNUCpair_DNA.R . CkSNUCpair_RNA.R . CodonFraction.R . CodonUsage_DNA.R . CodonUsage_RNA.R . DDE.R . DPCP_DNA.R . DPCP_RNA.R . DiNUC2Binary_DNA.R . DiNUC2Binary_RNA.R . DiNUCindex_DNA.R . DiNUCindex_RNA.R . DisorderB.R . DisorderC.R . DisorderS.R . DistancePair.R . EAAComposition.R . EGAAComposition.R . EIIP.R . ENUComposition_DNA.R . ENUComposition_RNA.R . EffectiveNumberOfCodon.R . ExpectedValKmerNUC_DNA.R . ExpectedValKmerNUC_RNA.R . ExpectedValueAA.R . ExpectedValueGAA.R . ExpectedValueGKmerAA.R . ExpectedValueKmerAA.R . GAAKpartComposition.R . G_Ccontent_DNA.R . G_Ccontent_RNA.R . GrpDDE.R . KNNPeptide.R . KNNProtein.R . KNN_DNA.R . KNN_RNA.R . LocalPoSpKAAF.R . LocalPoSpKNUCF_DNA.R . LocalPoSpKNUCF_RNA.R . MMI_DNA.R . MMI_RNA.R . Mismatch_DNA.R . Mismatch_RNA.R . NCP_DNA.R . NCP_RNA.R . NUC2Binary_DNA.R . NUC2Binary_RNA.R . NUCKpartComposition_DNA.R . NUCKpartComposition_RNA.R . OPF_10bit.R . OPF_7bit_T1.R . OPF_7bit_T2.R . OPF_7bit_T3.R . PCPseDNC.R . PS2_DNA.R . PS2_RNA.R . PS3_DNA.R . PS3_RNA.R . PS4_DNA.R . PS4_RNA.R . PSEAAC.R . PSEkNUCTri_DNA.R . PSEkNUCdi_DNA.R . PSEkNUCdi_RNA.R . PSSM.R . PSTNPds.R . PSTNPss_DNA.R . PSTNPss_RNA.R . PseEIIP.R . PseKRAAC_T1.R . PseKRAAC_T10.R . PseKRAAC_T11.R . PseKRAAC_T12.R . PseKRAAC_T13.R . PseKRAAC_T14.R . PseKRAAC_T15.R . PseKRAAC_T16.R . PseKRAAC_T2.R . PseKRAAC_T3A.R . PseKRAAC_T3B.R . PseKRAAC_T4.R . PseKRAAC_T5.R . PseKRAAC_T6A.R . PseKRAAC_T6B.R . PseKRAAC_T7.R . PseKRAAC_T8.R . PseKRAAC_T9.R . QSOrder.R . SAAC.R . SGAAC.R . SOCNumber.R . SSEB.R . SSEC.R . SSES.R . TPCP_DNA.R . TorsionAngle.R . TriNUCindex_DNA.R . Zcurve12bit_DNA.R . Zcurve12bit_RNA.R . Zcurve144bit_DNA.R . Zcurve144bit_RNA.R . Zcurve36bit_DNA.R . Zcurve36bit_RNA.R . Zcurve48bit_DNA.R . Zcurve48bit_RNA.R . Zcurve9bit_DNA.R . Zcurve9bit_RNA.R . alphabetCheck.R . binary_3bit_T1.R . binary_3bit_T2.R . binary_3bit_T3.R . binary_3bit_T4.R . binary_3bit_T5.R . binary_3bit_T6.R . binary_3bit_T7.R . binary_5bit_T1.R . binary_5bit_T2.R . binary_6bit.R . codonAdaptionIndex.R . conjointTrKS.R . conjointTriad.R . fa.read.R . fickettScore.R . kAAComposition.R . kGAAComposition.R . kNUComposition_DNA.R . kNUComposition_RNA.R . maxORF.R . maxORF_RNA.R . maxORFlength_DNA.R . maxORFlength_RNA.R . nameKmer.R . needleman.R . nonStandardSeq.R . readASAdir.R . readDisDir.R . readPSSMdir.R . readTorsionDir.R . readss2Dir.R . revComp.R . zSCALE.R .  Full ftrCOOL package functions and examples
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