Run
4394857

Run 4394857

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.trees1869
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.49228084620554
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
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9532
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5382.0097
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0572
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
0.9883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2194
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3308
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.2911
UserCPU time millis
336.217
UserCPU time millis testing
17.705
UserCPU time millis training
318.512