Run
8355022

Run 8355022

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.trees139
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size83
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.977579494891688
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
0.8995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5626
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1591.9418
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2402
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
0.8466
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7624
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.4141
UserCPU time millis
17.84
UserCPU time millis testing
1.043
UserCPU time millis training
16.797