OpenML
2333877

Run 2333877

Task 3954 (Supervised Classification) MagicTelescope Uploaded 23-05-2017 by OpenML_Bot R
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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)_minsplit30
mlr.classif.rpart(31)_minbucket11
mlr.classif.rpart(31)_cp0.0113771073520184
mlr.classif.rpart(31)_maxdepth19
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.

21 Evaluation measures

Area under ROC curve
0.8131
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7917.8722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2815
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6173
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7924
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2144.2996
UserCPU time millis
0.939
UserCPU time millis testing
0.018
UserCPU time millis training
0.921