OpenML
2478199

Run 2478199

Task 3902 (Supervised Classification) pc4 Uploaded 24-06-2017 by OpenML_Bot R
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  • AzureBot5 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.trees541
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_sample.fraction0.521409269189462
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
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
268.069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1396
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7651
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.5734
Total cost
UserCPU time millis
23.524
UserCPU time millis testing
1.021
UserCPU time millis training
22.503