Run
515688

Run 515688

Task 21 (Supervised Classification) car 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
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8841
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1522.0682
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0266
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9493
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1163
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4826
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.799
UserCPU time millis testing
0.114
UserCPU time millis training
1.685