Run
8770752

Run 8770752

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 02-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1352
mlr.classif.ranger(16)_mtry56
mlr.classif.ranger(16)_min.node.size14
mlr.classif.ranger(16)_sample.fraction0.224847088614479
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9305
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10855.1094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0229
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
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9922
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9922
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1982
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3471
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.5435
UserCPU time millis
286.159
UserCPU time millis testing
3.896
UserCPU time millis training
282.263