Run
520176

Run 520176

Task 3902 (Supervised Classification) pc4 Uploaded 05-02-2016 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
0.6969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
663.0266
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0905
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9095
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9191
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.98
UserCPU time millis testing
0.069
UserCPU time millis training
2.911