Run
8407192

Run 8407192

Task 145854 (Supervised Classification) nomao Uploaded 01-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees89
mlr.classif.ranger(13)_mtry24
mlr.classif.ranger(13)_min.node.size2483
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.443256360641681
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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.

21 Evaluation measures

Area under ROC curve
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7952
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23364.0094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1417
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9211
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9211
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5236
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1229.8908
UserCPU time millis
193.575
UserCPU time millis testing
7.219
UserCPU time millis training
186.356