Run
516788

Run 516788

Task 23 (Supervised Classification) cmc Uploaded 29-01-2016 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
0.6563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
527.1109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2978
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1758
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.337
UserCPU time millis testing
0.13
UserCPU time millis training
1.207