Run
514973

Run 514973

Task 7556 (Supervised Classification) MegaWatt1 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(4)Learner classif.ctree from package(s) party.
classif.ctree(4)_seed1
classif.ctree(4)_kindMersenne-Twister
classif.ctree(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
0.6172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2552
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.5646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1304
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Number of instances
253
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8696
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4993
Cross-validation details (10-fold Crossvalidation)
Recall
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6755
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1697
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.127
UserCPU time millis testing
0.177
UserCPU time millis training
0.95