Run
8456533

Run 8456533

Task 145854 (Supervised Classification) nomao Uploaded 03-11-2017 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.trees761
mlr.classif.ranger(13)_mtry27
mlr.classif.ranger(13)_min.node.size35
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.932489475095645
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
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29375.1161
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0639
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
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9651
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3624
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.0176
UserCPU time millis
5684
UserCPU time millis testing
46.065
UserCPU time millis training
5637.935