Run
8771312

Run 8771312

Task 145854 (Supervised Classification) nomao Uploaded 02-01-2018 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.trees1985
mlr.classif.ranger(9)_mtry96
mlr.classif.ranger(9)_min.node.size3427
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.45876910276711
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
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23996.9431
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1278
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
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9166
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9166
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5332
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1897.6713
UserCPU time millis
1833.704
UserCPU time millis testing
9.985
UserCPU time millis training
1823.719