Run
8355302

Run 8355302

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 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.trees837
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size431
mlr.classif.ranger(13)_sample.fraction0.813710212358274
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
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26312.5673
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1034
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
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.447
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.9839
UserCPU time millis
1823.33
UserCPU time millis testing
41.863
UserCPU time millis training
1781.467