Run
513899

Run 513899

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

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1226
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
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7004
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.946
UserCPU time millis testing
0.229
UserCPU time millis training
0.717