Run
8363080

Run 8363080

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 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.trees1076
mlr.classif.ranger(13)_mtry30
mlr.classif.ranger(13)_min.node.size2960
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.332966940081678
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
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20932.5378
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1715
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
0.9126
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9135
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9135
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5715
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1231.019
UserCPU time millis
1631.591
UserCPU time millis testing
38.221
UserCPU time millis training
1593.37