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Analysis output

Submission information:
Dataset title: DBP model
Positive dataset filename: DNA_binding_proteins_Uniprot.fasta (561 sequences)
Negative dataset filename: Not_DBP_Not_RBP_sample.fasta (596 sequences)
Generated: 2021-09-20 20:08:44.592916
Dataset reference: 393018

Your dataset contains enough signal to be used as a model for classification. Please follow this link and quote the current reference number to create a new classifier.



Individual scales

Cov
ROC
 Scale title Z
p-value

Grouped properties

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Scale information

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Scale combinations


Model crossvalidation

comb	RF	KNN	SVM	ExtraTR	AdaBoostClassifier
1	0.9368	0.9198	0.9181	0.943	0.9216
2	0.968	0.9403	0.9118	0.9697	0.9475
3	0.9697	0.9465	0.9313	0.9715	0.967
4	0.9697	0.9626	0.918	0.9804	0.9742
5	0.9786	0.9554	0.9055	0.9813	0.9777
80	0.9982	0.9474	0.9813	0.9956	0.9991

Maximum-based decision: 0.999107142857(80,AdaBoostClassifier)
Using cross-based decision:
Classifier used: ExtraTR, properties: 80,  performance: 0.995551378446
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Your dataset contains enough signal to be used as a model for classification. Please follow this link and quote the current reference number to create a new classifier.