Run
8672798

Run 8672798

Task 145854 (Supervised Classification) nomao Uploaded 24-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees833
mlr.classif.ranger(9)_mtry107
mlr.classif.ranger(9)_min.node.size742
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.95044782878831
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26531.3745
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0957
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
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9391
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9391
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1849.5133
UserCPU time millis
3009.921
UserCPU time millis testing
6.43
UserCPU time millis training
3003.491