Run
520446

Run 520446

Task 3884 (Supervised Classification) page-blocks 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
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9454
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3438.6553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0513
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9454
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9487
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7477
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.148
UserCPU time millis testing
0.044
UserCPU time millis training
5.104