Run
1815363

Run 1815363

Task 3518 (Supervised Classification) tr45.wc Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(42)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(42)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(42)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(42)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.9295
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8548
Cross-validation details (10-fold Crossvalidation)
KB relative information score
582.1008
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0249
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5385
Cross-validation details (10-fold Crossvalidation)