Run
509745

Run 509745

Task 2382 (Supervised Classification) wine Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.9015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
146.3612
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0861
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
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6265
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.191
UserCPU time millis testing
0.056
UserCPU time millis training
0.135