Run
511095

Run 511095

Task 3657 (Supervised Classification) fri_c2_500_5 Uploaded 27-01-2016 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
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
377.5248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.116
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.884
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2408
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6941
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.534
UserCPU time millis testing
0.067
UserCPU time millis training
0.467