OpenML
2422141

Run 2422141

Task 3896 (Supervised Classification) ada_agnostic Uploaded 22-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit17
mlr.classif.rpart(29)_minbucket42
mlr.classif.rpart(29)_cp0.585439342772588
mlr.classif.rpart(29)_maxdepth3
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
0.4993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6454
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3731
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7519
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.7519
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1311.0628
UserCPU time millis
0.662
UserCPU time millis testing
0.043
UserCPU time millis training
0.619