Run
1850440

Run 1850440

Task 272 (Supervised Classification) haberman Uploaded 10-03-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(28)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(28)_minsplit8
mlr.classif.rpart(28)_minbucket32
mlr.classif.rpart(28)_cp0.00994820659980178
mlr.classif.rpart(28)_maxdepth7
mlr.classif.rpart(28)_xval0
mlr.classif.rpart(28)_openml.seed1
mlr.classif.rpart(28)_openml.kindMersenne-Twister
mlr.classif.rpart(28)_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
0.6104
Per class
Cross-validation details (33% Holdout set)
F measure
0.6605
Per class
Cross-validation details (33% Holdout set)
Kappa
0.1046
Cross-validation details (33% Holdout set)
KB relative information score
3.1628
Cross-validation details (33% Holdout set)
Mean absolute error
0.3594
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3925
Cross-validation details (33% Holdout set)
Number of instances
100
Per class
Cross-validation details (33% Holdout set)
Precision
0.6492
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.68
Cross-validation details (33% Holdout set)
Prior entropy
0.836
Cross-validation details (33% Holdout set)
Recall
0.68
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9156
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.444
Cross-validation details (33% Holdout set)
Root mean squared error
0.4495
Cross-validation details (33% Holdout set)
Root relative squared error
1.0125
Cross-validation details (33% Holdout set)
SciMark benchmark
1760.983
UserCPU time millis
0.02
UserCPU time millis testing
0.02