Run
8534989

Run 8534989

Task 145854 (Supervised Classification) nomao Uploaded 16-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1674
mlr.classif.ranger(15)_mtry102
mlr.classif.ranger(15)_min.node.size65
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.464576195715927
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28448.0846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0745
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
0.9575
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9576
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.402
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1140.7178
UserCPU time millis
7047.65
UserCPU time millis testing
37.9
UserCPU time millis training
7009.75