OpenML
7931347

Run 7931347

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)_minsplit52
mlr.classif.rpart(29)_minbucket16
mlr.classif.rpart(29)_cp0.309644361259416
mlr.classif.rpart(29)_maxdepth19
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
0.4955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1.6718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2144
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
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8779
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8779
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9982
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1309.4895
UserCPU time millis
0.482
UserCPU time millis testing
0.2
UserCPU time millis training
0.282