Run
517309

Run 517309

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

classif.OneR(4)Learner classif.OneR from package(s) RWeka.
classif.OneR(4)_seed1
classif.OneR(4)_kindMersenne-Twister
classif.OneR(4)_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
0.5288
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6243
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.3684
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.337
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
0.6137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.663
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.663
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8021
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5805
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2668
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.546
UserCPU time millis testing
1.055
UserCPU time millis training
1.491