Run
523844

Run 523844

Task 3485 (Supervised Classification) scene Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_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
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2087.1748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9683
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1102
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.18
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4695
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
26.25
UserCPU time millis testing
3.249
UserCPU time millis training
23.001