Run
7977942

Run 7977942

Task 9977 (Supervised Classification) nomao Uploaded 17-10-2017 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.trees1533
mlr.classif.ranger(9)_mtry21
mlr.classif.ranger(9)_min.node.size3259
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.419383836863563
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
0.9754
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21650.6506
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1635
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9196
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.249
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5512
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.8212
UserCPU time millis
409.292
UserCPU time millis testing
9.807
UserCPU time millis training
399.485