Run
1815438

Run 1815438

Task 3918 (Supervised Classification) pc1 Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.ranger.preproc.preproc.tuned(40)Learner mlr.classif.ranger.preproc.preproc.tuned from package(s) ranger.
mlr.classif.ranger.preproc.preproc.tuned(40)_openml.seed1
mlr.classif.ranger.preproc.preproc.tuned(40)_openml.kindMersenne-Twister
mlr.classif.ranger.preproc.preproc.tuned(40)_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
0.6426
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3754
Cross-validation details (10-fold Crossvalidation)
KB relative information score
370.1381
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0613
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9269
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2476
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9742
Cross-validation details (10-fold Crossvalidation)