Run
8503866

Run 8503866

Task 145854 (Supervised Classification) nomao Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees901
mlr.classif.ranger(9)_mtry16
mlr.classif.ranger(9)_min.node.size182
mlr.classif.ranger(9)_sample.fraction0.501503723743372
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27081.799
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0928
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
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2273
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1946
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4309
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1819.9192
UserCPU time millis
494.336
UserCPU time millis testing
11.47
UserCPU time millis training
482.866