Run
5682688

Run 5682688

Task 3950 (Supervised Classification) musk Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot7 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.trees1804
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_sample.fraction0.414208797877654
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
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9656
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4513.3581
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0893
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
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4629
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1244.5664
UserCPU time millis
264.268
UserCPU time millis testing
19.31
UserCPU time millis training
244.958