ClanTox – A Classifier of Animal Toxins

ClanTox

:: DESCRIPTION

ClanTox is a classifier of animal toxins. Given a sequence, it predicts whether the sequence is a toxin or toxin-like protein.

::DEVELOPER

ClanTox team

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Web Browser

:: DOWNLOAD

 NO

:: MORE INFORMATION

Citation

Bioinformatics. 2010 Sep 15;26(18):i482-8. doi: 10.1093/bioinformatics/btq375.
A predictor for toxin-like proteins exposes cell modulator candidates within viral genomes.
Naamati G1, Askenazi M, Linial M.

PiType 2.0 – Protein Interaction Classifier

PiType 2.0

:: DESCRIPTION

PiType is an accurate 3D structure-independent computational method for classifying protein interactions into simultaneously possible (SP) and mutually exclusive (ME) as well as into obligate and non-obligate.

::DEVELOPER

PiType team

:: SCREENSHOTS

N/a

:: REQUIREMENTS

  • Windows/Linux/MacOsX
  • Java
  • Python

:: DOWNLOAD

  PiType

:: MORE INFORMATION

Citation

BMC Syst Biol. 2013;7 Suppl 6:S5. doi: 10.1186/1752-0509-7-S6-S5. Epub 2013 Dec 13.
Prediction of protein interaction types based on sequence and network features.
Goebels F, Frishman D.

CATCh v1 – Ensemble Classifier for Chimera Detection in 16S rRNA Sequencing Studies

CATCh v1

:: DESCRIPTION

CATCh is an ensemble classifier for chimera detection in 16S rRNA sequencing studies

::DEVELOPER

The Bioinformatics team of the Microbiology Unit, SCK.CEN

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux
  • R

:: DOWNLOAD

 CATCh

:: MORE INFORMATION

Citation

Appl Environ Microbiol. 2015 Mar;81(5):1573-84. doi: 10.1128/AEM.02896-14. Epub 2014 Dec 19.
CATCh, an ensemble classifier for chimera detection in 16S rRNA sequencing studies.
Mysara M, Saeys Y, Leys N, Raes J, Monsieurs P

EPPIC 3.3.3 – Evolutionary Protein-Protein Interface Classifier

EPPIC 3.3.3

:: DESCRIPTION

EPPIC aims at classifying the interfaces present in protein crystal structures in order to determine whether they are biologically relevant or not.

::DEVELOPER

EPPIC team

:: SCREENSHOTS

N/a

:: REQUIREMENTS

  • Linux / MacOsX
  • Java

:: DOWNLOAD

 EPPIC

:: MORE INFORMATION

Citation

Protein interface classification by evolutionary analysis.
Duarte JM, Srebniak A, Schärer MA, Capitani G.
BMC Bioinformatics. 2012 Dec 22;13:334. doi: 10.1186/1471-2105-13-334.

regshape v1.1 – DNA Shape-based Classifier for Regulatory Elements(R pkg)

regshape v1.1

:: DESCRIPTION

The regshape R package  provides a classifier for predicting whether a given oligonucleotide sequence (of length l bp, where l would typically vary from six to as high as 25 bp) is, or is not, a transcription factor (TF) binding site.

::DEVELOPER

The Ramsey Lab

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Windows/Linux
  • R

:: DOWNLOAD

 regshape

:: MORE INFORMATION

Citation

Bioinformatics. 2015 Jun 30. pii: btv391
A DNA shape-based regulatory score improves position-weight matrix-based recognition of transcription factor binding sites.
Yang J, Ramsey SA.

iTAK 1.7 – Plant Transcription Factor & Protein Kinase Identifier and Classifier

iTAK 1.7

:: DESCRIPTION

iTAK is a program to identify plant transcription factors (TFs), transcriptional regulators (TRs) and protein kinases (PKs) from protein or nucleotide sequences and then classify individual TFs, TRs and PKs into different gene families. Identification and classification of TFs and TRs are based on the rules (required and forbidden protein domains of each gene family) described in Perez-Rodriguez et al (2010).

::DEVELOPER

Fei Bioinformatics Lab

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux/ MacOsX
  • Perl
  • Bioperl

:: DOWNLOAD

 iTAK

:: MORE INFORMATION

RDP Classifier 2.13 – Naive Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy

RDP Classifier 2.13

:: DESCRIPTION

The RDP Classifier is a naive Bayesian classifier that can rapidly and accurately provides taxonomic assignments from domain to genus, with confidence estimates for each assignment

::DEVELOPER

The Ribosomal Database Project 

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux / Mac OsX /Windows
  • Java

:: DOWNLOAD

 RDP Classifier

:: MORE INFORMATION

Citation

Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy.
Wang Q, Garrity GM, Tiedje JM, Cole JR.
Appl Environ Microbiol. 2007 Aug;73(16):5261-7. Epub 2007 Jun 22.

CAMUR – Classifier with Alternative and MUltiple Rule-based models

CAMUR

:: DESCRIPTION

CAMUR is a new method and software package able to extract multiple, alternative, and equivalent classification models.

::DEVELOPER

DMB (Data Mining Big) Team

:: SCREENSHOTS

CAMUR

:: REQUIREMENTS

  • Windows/Linux/MacOsX
  • java

:: DOWNLOAD

 CAMUR

:: MORE INFORMATION

Citation

CAMUR: Knowledge extraction from RNA-seq cancer data through equivalent classification rules.
Cestarelli V, Fiscon G, Felici G, Bertolazzi P, Weitschek E.
Bioinformatics. 2015 Oct 30. pii: btv635.

DDSClassifier – Deconvoluted Disease-Specific Classifier

DDSClassifier

:: DESCRIPTION

DDSClassifier is a new classification strategy that can take into consideration of both cell component changes and cell molecular stage changes.

::DEVELOPER

Zhu lab

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux / Windows
  • R

:: DOWNLOAD

DDSClassifier

:: MORE INFORMATION

Citation:

Wang L, Oh WK, Zhu J.
Disease-specific classification using deconvoluted whole blood gene expression.
Sci Rep. 2016 Sep 6;6:32976. doi: 10.1038/srep32976. PMID: 27596246; PMCID: PMC5011717.

Centrifuge 1.0.4-beta – Classifier for Metagenomic Sequences

Centrifuge 1.0.4-beta

:: DESCRIPTION

Centrifuge is a very rapid and memory-efficient system for the classification of DNA sequences from microbial samples, with better sensitivity than and comparable accuracy to other leading systems.

::DEVELOPER

The Center for Computational Biology at Johns Hopkins University

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux / Mac OsX

:: DOWNLOAD

 Centrifuge

:: MORE INFORMATION

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