Run
8534982

Run 8534982

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.trees1427
mlr.classif.ranger(15)_mtry63
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_sample.fraction0.666453376598656
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29729.4108
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0597
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
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9685
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1462
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3515
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.3688
UserCPU time millis
5379.21
UserCPU time millis testing
34.95
UserCPU time millis training
5344.26