Run
517298

Run 517298

Task 31 (Supervised Classification) credit-g Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.J48(20)Learner classif.J48 from package(s) RWeka.
classif.J48(20)_seed1
classif.J48(20)_kindMersenne-Twister
classif.J48(20)_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
0.6207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6969
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2584
Cross-validation details (10-fold Crossvalidation)
KB relative information score
256.768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.291
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.709
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.709
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1772
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.115
UserCPU time millis testing
1.527
UserCPU time millis training
2.588