Run
8653237

Run 8653237

Task 3896 (Supervised Classification) ada_agnostic Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees201
mlr.classif.ranger(15)_mtry43
mlr.classif.ranger(15)_min.node.size237
mlr.classif.ranger(15)_sample.fraction0.284996158652939
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1627.6853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2356
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
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8422
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8422
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7794
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.1812
UserCPU time millis
4.59
UserCPU time millis testing
0.19
UserCPU time millis training
4.4