Run
514009

Run 514009

Task 9971 (Supervised Classification) ilpd Uploaded 28-01-2016 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
0.5843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.3884
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.271
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1515
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.582
UserCPU time millis testing
0.048
UserCPU time millis training
0.534