Run
2869084

Run 2869084

Task 3950 (Supervised Classification) musk Uploaded 27-06-2017 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.trees4
mlr.classif.ranger(13)_mtry33
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.136150387511589
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
0.9996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9674
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5971.6719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0237
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
0.9917
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0909
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.241
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.9846
UserCPU time millis
8.846
UserCPU time millis testing
0.893
UserCPU time millis training
7.953