Run
5681830

Run 5681830

Task 3950 (Supervised Classification) musk Uploaded 12-07-2017 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.trees1097
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.216589086106978
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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4981.4078
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0753
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
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2887
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3881
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.4411
UserCPU time millis
151.135
UserCPU time millis testing
9.232
UserCPU time millis training
141.903