Run
8218260

Run 8218260

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 24-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1332
mlr.classif.ranger(9)_mtry50
mlr.classif.ranger(9)_min.node.size69
mlr.classif.ranger(9)_sample.fraction0.585788242565468
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.93
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10607.7996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0234
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
0.9921
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2029
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0846
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3519
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1791.661
UserCPU time millis
292.024
UserCPU time millis testing
4.1
UserCPU time millis training
287.924