Run
523863

Run 523863

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

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(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
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8255
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1879.4142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0536
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
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9464
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6038
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
106.847
UserCPU time millis testing
0.323
UserCPU time millis training
106.524