Run
1861070

Run 1861070

Task 9976 (Supervised Classification) madelon 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)_minsplit29
mlr.classif.rpart(31)_minbucket11
mlr.classif.rpart(31)_cp0.00266632880084217
mlr.classif.rpart(31)_maxdepth14
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
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7969
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5938
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1306.19
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2625
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7969
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7969
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3993
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7987
Cross-validation details (10-fold Crossvalidation)