Run
523371

Run 523371

Task 9964 (Supervised Classification) semeion Uploaded 10-02-2016 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
0.8089
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6544
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6177
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1019.3824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0688
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2623
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8743
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.05
UserCPU time millis testing
1.772
UserCPU time millis training
22.278