Run
8790277

Run 8790277

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 15-01-2018 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.trees1614
mlr.classif.ranger(16)_mtry150
mlr.classif.ranger(16)_min.node.size310
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.114133054879494
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1374.0335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0642
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
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1617
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6728
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.7424
UserCPU time millis
482.249
UserCPU time millis testing
3.926
UserCPU time millis training
478.323