OpenML
523880

Run 523880

Task 3485 (Supervised Classification) scene Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.8126
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7051
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1651.285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0769
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9231
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9231
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7231
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
51.769
UserCPU time millis testing
1.693
UserCPU time millis training
50.076