Run
1815171

Run 1815171

Task 2 (Supervised Classification) anneal Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(1)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(1)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(1)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(1)_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
0.9882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9911
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9777
Cross-validation details (10-fold Crossvalidation)
KB relative information score
857.0042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9911
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9911
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0221
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.211
Cross-validation details (10-fold Crossvalidation)