Run
523769

Run 523769

Task 2146 (Supervised Classification) BNG(cmc) 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
0.6618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20729.5567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2906
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5641
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.539
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1616
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
57.915
UserCPU time millis testing
0.691
UserCPU time millis training
57.224