Run
1831428

Run 1831428

Task 3706 (Supervised Classification) stock Uploaded 06-10-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(17)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(17)_xval0
mlr.classif.rpart(17)_openml.seed1
mlr.classif.rpart(17)_openml.kindMersenne-Twister
mlr.classif.rpart(17)_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
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.861
Cross-validation details (10-fold Crossvalidation)
KB relative information score
775.7697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0988
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
950
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9305
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2393
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4788
Cross-validation details (10-fold Crossvalidation)