Run
7930093

Run 7930093

Task 3902 (Supervised Classification) pc4 Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit7
mlr.classif.rpart(29)_minbucket48
mlr.classif.rpart(29)_cp0.0725111439824104
mlr.classif.rpart(29)_maxdepth28
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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.

21 Evaluation measures

Area under ROC curve
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1916
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-71.8935
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9294
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1330.3064
UserCPU time millis
0.467
UserCPU time millis testing
0.237
UserCPU time millis training
0.23