Run
509722

Run 509722

Task 2382 (Supervised Classification) wine 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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.904
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8552
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.5396
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0637
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.439
Cross-validation details (10-fold Crossvalidation)
Number of instances
178
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9045
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9045
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2523
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5387
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.673
UserCPU time millis testing
0.167
UserCPU time millis training
0.506