Run
8749406

Run 8749406

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1987
mlr.classif.ranger(9)_mtry56
mlr.classif.ranger(9)_min.node.size431
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.247665802226402
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6152
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1325.9198
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0657
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
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1629
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6779
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1770.8447
UserCPU time millis
286.533
UserCPU time millis testing
5.165
UserCPU time millis training
281.368