Run
518552

Run 518552

Task 3594 (Supervised Classification) analcatdata_supreme Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.probit(3)Learner classif.probit from package(s) stats.
classif.probit(3)_seed1
classif.probit(3)_kindMersenne-Twister
classif.probit(3)_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
0.8438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8204
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5661
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1646.5566
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.192
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3645
Cross-validation details (10-fold Crossvalidation)
Number of instances
4052
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.808
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7946
Cross-validation details (10-fold Crossvalidation)
Recall
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0265
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.799
UserCPU time millis testing
0.022
UserCPU time millis training
1.777