Run
8351769

Run 8351769

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.trees1479
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size5
mlr.classif.ranger(13)_sample.fraction0.682388023287058
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
0.8855
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
629.3666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3237
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
0.8673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8849
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.5358
UserCPU time millis
64.05
UserCPU time millis testing
5.938
UserCPU time millis training
58.112