Run
4380660

Run 4380660

Task 146082 (Supervised Classification) musk Uploaded 05-07-2017 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.trees188
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.178512909822166
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
0.9924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3949.1006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1108
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
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9513
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1921
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5319
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.9403
UserCPU time millis
34.946
UserCPU time millis testing
2.993
UserCPU time millis training
31.953