Run
4371121

Run 4371121

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 05-07-2017 by OpenML_Bot R
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  • AzureBot4 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees387
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.607985534030013
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
0.9981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7218.3955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0443
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9868
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4711
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.5591
UserCPU time millis
233.198
UserCPU time millis testing
10.459
UserCPU time millis training
222.739