Run
7948838

Run 7948838

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 11-10-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(43)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(43)_minsplit8
mlr.classif.rpart(43)_minbucket60
mlr.classif.rpart(43)_cp0.720920160645619
mlr.classif.rpart(43)_maxdepth19
mlr.classif.rpart(43)_xval0
mlr.classif.rpart(43)_openml.seed1
mlr.classif.rpart(43)_openml.kindMersenne-Twister
mlr.classif.rpart(43)_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
0.491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5213
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.1232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4506
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.432
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6572
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6572
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9997
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.2185
UserCPU time millis
0.471
UserCPU time millis testing
0.063
UserCPU time millis training
0.408