Run
8535034

Run 8535034

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 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.trees1739
mlr.classif.ranger(15)_mtry76
mlr.classif.ranger(15)_min.node.size2680
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.874502469203435
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
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24706.4099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1182
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
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9238
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5142
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.2958
UserCPU time millis
3668.7
UserCPU time millis testing
28
UserCPU time millis training
3640.7