Run
1857987

Run 1857987

Task 3913 (Supervised Classification) kc2 Uploaded 27-03-2017 by Philipp Probst
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Flow

mlr.classif.rpart(31)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(31)_minsplit41
mlr.classif.rpart(31)_minbucket48
mlr.classif.rpart(31)_cp0.284825003473088
mlr.classif.rpart(31)_maxdepth12
mlr.classif.rpart(31)_xval0
mlr.classif.rpart(31)_openml.seed1
mlr.classif.rpart(31)_openml.kindMersenne-Twister
mlr.classif.rpart(31)_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
0.6031
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7541
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3052
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9344
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3954
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9796
Cross-validation details (10-fold Crossvalidation)