OpenML
6357981

Run 6357981

Task 9889 (Supervised Classification) wilt Uploaded 29-08-2017 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)_minsplit32
mlr.classif.rpart(29)_minbucket50
mlr.classif.rpart(29)_cp0.0177346402779222
mlr.classif.rpart(29)_maxdepth21
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
0.8883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6918
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2289.2224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.048
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9696
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.16
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7084
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.2369
UserCPU time millis
0.52
UserCPU time millis testing
0.031
UserCPU time millis training
0.489