Run
7835253

Run 7835253

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit43
mlr.classif.rpart(29)_minbucket22
mlr.classif.rpart(29)_cp0.485446097096428
mlr.classif.rpart(29)_maxdepth23
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
0.7263
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
168.7335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.357
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7481
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8472
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.6735
UserCPU time millis
0.099
UserCPU time millis testing
0.041
UserCPU time millis training
0.058