Run
8431428

Run 8431428

Task 145853 (Supervised Classification) madelon 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.trees1466
mlr.classif.ranger(13)_mtry27
mlr.classif.ranger(13)_min.node.size4
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.83576612751931
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
0.8731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5592
Cross-validation details (10-fold Crossvalidation)
KB relative information score
579.0539
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7838
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7796
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7796
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8481
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.226
UserCPU time millis
867.701
UserCPU time millis testing
13.937
UserCPU time millis training
853.764