Run
5709079

Run 5709079

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.trees1366
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.170888037933037
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
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.704
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3448.1257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1311
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
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9359
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9359
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.595
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.2987
UserCPU time millis
144.436
UserCPU time millis testing
12.267
UserCPU time millis training
132.169