Run
8470073

Run 8470073

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.trees1653
mlr.classif.ranger(13)_mtry28
mlr.classif.ranger(13)_min.node.size54
mlr.classif.ranger(13)_sample.fraction0.394202852947637
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
0.9909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28218.8558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0782
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
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1917
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3998
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.7194
UserCPU time millis
5710.968
UserCPU time millis testing
92.982
UserCPU time millis training
5617.986