Run
1814994

Run 1814994

Task 2382 (Supervised Classification) wine Uploaded 07-09-2016 by Andrey Ustyuzhanin
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Flow

mlr.classif.rpart(16)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(16)_xval0
mlr.classif.rpart(16)_openml.seed1
mlr.classif.rpart(16)_openml.kindMersenne-Twister
mlr.classif.rpart(16)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 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)