Run
1815181

Run 1815181

Task 6 (Supervised Classification) letter Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(3)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(3)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(3)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(3)_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
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17068.2541
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0111
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5487
Cross-validation details (10-fold Crossvalidation)