Run
4392210

Run 4392210

Task 146082 (Supervised Classification) musk Uploaded 06-07-2017 by OpenML_Bot R
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  • AzureBot25 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1457
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.478623108728789
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9172
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5007.9905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0705
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2704
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3924
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.2071
UserCPU time millis
256.292
UserCPU time millis testing
15.398
UserCPU time millis training
240.894