Run
4384868

Run 4384868

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.trees138
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.325628432142548
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
0.9912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3984.002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1087
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
0.9542
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9517
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9517
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4167
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5316
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.5895
UserCPU time millis
26.645
UserCPU time millis testing
2.472
UserCPU time millis training
24.173