Run
513881

Run 513881

Task 2373 (Supervised Classification) molecular-biology_promoters Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9245
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8491
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0755
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9245
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9245
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1509
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5494
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.291
UserCPU time millis testing
0.347
UserCPU time millis training
0.944