Run
8355019

Run 8355019

Task 3896 (Supervised Classification) ada_agnostic 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.trees1313
mlr.classif.ranger(13)_mtry25
mlr.classif.ranger(13)_min.node.size16
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.331740395026281
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
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8454
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5717
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1873.8107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2127
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8455
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5699
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7485
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1239.1674
UserCPU time millis
258.675
UserCPU time millis testing
10.04
UserCPU time millis training
248.635