Run
8790249

Run 8790249

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.trees1110
mlr.classif.ranger(16)_mtry36
mlr.classif.ranger(16)_min.node.size23
mlr.classif.ranger(16)_sample.fraction0.757716143503785
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
0.9988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11232.9614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.021
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
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3241
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1359.9003
UserCPU time millis
401.327
UserCPU time millis testing
3.701
UserCPU time millis training
397.626