Run
8371883

Run 8371883

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.trees677
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size482
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.882030470180325
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
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.947
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24059.1314
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1372
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
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9477
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9477
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4807
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.5538
UserCPU time millis
718.119
UserCPU time millis testing
33.308
UserCPU time millis training
684.811