Run
8472094

Run 8472094

Task 145854 (Supervised Classification) nomao Uploaded 04-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees482
mlr.classif.ranger(13)_mtry29
mlr.classif.ranger(13)_min.node.size322
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.291936489520594
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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25947.1685
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.47
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.6272
UserCPU time millis
1116.374
UserCPU time millis testing
21.574
UserCPU time millis training
1094.8