OpenML
1903759

Run 1903759

Task 9977 (Supervised Classification) nomao Uploaded 01-04-2017 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)_minsplit35
mlr.classif.rpart(31)_minbucket46
mlr.classif.rpart(31)_cp0.00465800031088293
mlr.classif.rpart(31)_maxdepth18
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
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25814.0458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1078
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5174
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1735.2358
UserCPU time millis
9.983
UserCPU time millis testing
0.333
UserCPU time millis training
9.65