Run
8534967

Run 8534967

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.trees519
mlr.classif.ranger(15)_mtry57
mlr.classif.ranger(15)_min.node.size2181
mlr.classif.ranger(15)_sample.fraction0.834390243561938
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
0.9803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25011.5189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1161
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
0.9304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9301
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9301
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2845
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2263
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.5509
UserCPU time millis
840.95
UserCPU time millis testing
4.68
UserCPU time millis training
836.27