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Analysis output

Submission information:
Dataset title: positive VS negative G4 MS
Positive dataset filename: positive_MS.fasta (896 sequences)
Negative dataset filename: negative_MS.fasta (91 sequences)
Generated: 2023-10-26 17:16:03.976568
Dataset reference: 752509

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	0.69	0.6044	0.5556	0.7006	0.6294
2	0.6767	0.5539	0.5656	0.67	0.6644
3	0.7589	0.5928	0.5167	0.7256	0.6978
4	0.7267	0.5772	0.5339	0.7144	0.7144
5	0.7594	0.6922	0.6267	0.7489	0.7294
80	0.665	0.5672	0.6494	0.7078	0.6639

Maximum-based decision: 0.759444444444(5,RF)
Using cross-based decision:
Classifier used: RF, properties: 5,  performance: 0.759444444444
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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.