Run
517310

Run 517310

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

classif.PART(4)Learner classif.PART from package(s) RWeka.
classif.PART(4)_seed1
classif.PART(4)_kindMersenne-Twister
classif.PART(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
0.6121
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
185.3074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.319
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
0.6759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7592
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2325
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.816
UserCPU time millis testing
1.935
UserCPU time millis training
3.881