Run
519720

Run 519720

Task 3917 (Supervised Classification) kc1 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
0.6033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
724.4294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1389
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5311
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0311
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.683
UserCPU time millis testing
0.042
UserCPU time millis training
1.641