Run
8365525

Run 8365525

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.trees1201
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size642
mlr.classif.ranger(13)_sample.fraction0.11286604932975
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
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7639
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15652.7377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.242
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
0.9125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.593
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6629
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.4126
UserCPU time millis
422.79
UserCPU time millis testing
40.428
UserCPU time millis training
382.362