Run
8844231

Run 8844231

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 26-01-2018 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.trees579
mlr.classif.ranger(9)_mtry155
mlr.classif.ranger(9)_min.node.size356
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.470411128317937
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
0.9964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7846.2493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0336
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
0.9836
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4571
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.3287
UserCPU time millis
220.313
UserCPU time millis testing
1.229
UserCPU time millis training
219.084