Run
1861272

Run 1861272

Task 9977 (Supervised Classification) nomao Uploaded 28-03-2017 by Philipp Probst
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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)_minsplit8
mlr.classif.rpart(31)_minbucket15
mlr.classif.rpart(31)_cp0.163731274427846
mlr.classif.rpart(31)_maxdepth2
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.

17 Evaluation measures

Area under ROC curve
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17973.7823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2068
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
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8763
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7131
Cross-validation details (10-fold Crossvalidation)