Run
1853331

Run 1853331

Task 272 (Supervised Classification) haberman Uploaded 21-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(31)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(31)_minsplit39
mlr.classif.rpart(31)_minbucket58
mlr.classif.rpart(31)_cp0.95625274325721
mlr.classif.rpart(31)_maxdepth25
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
0.5
Per class
Cross-validation details (33% Holdout set)
F measure
0.6161
Per class
Cross-validation details (33% Holdout set)
KB relative information score
0.4421
Cross-validation details (33% Holdout set)
Mean absolute error
0.3906
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
0.5329
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.73
Cross-validation details (33% Holdout set)
Prior entropy
0.836
Cross-validation details (33% Holdout set)
Recall
0.73
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9952
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.444
Cross-validation details (33% Holdout set)
Root mean squared error
0.444
Cross-validation details (33% Holdout set)
Root relative squared error
1.0001
Cross-validation details (33% Holdout set)