Run
8353963

Run 8353963

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.trees1613
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size35
mlr.classif.ranger(13)_sample.fraction0.801011817646213
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
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6505
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
628.9813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3234
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
0.8147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7541
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.7541
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8845
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.3159
UserCPU time millis
75.967
UserCPU time millis testing
7.326
UserCPU time millis training
68.641