Run
8424489

Run 8424489

Task 145854 (Supervised Classification) nomao Uploaded 02-11-2017 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.trees468
mlr.classif.ranger(13)_mtry16
mlr.classif.ranger(13)_min.node.size81
mlr.classif.ranger(13)_sample.fraction0.216715126042254
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
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9514
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26795.0384
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.097
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
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2377
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4353
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.8054
UserCPU time millis
694.123
UserCPU time millis testing
30.887
UserCPU time millis training
663.236