Run
8661471

Run 8661471

Task 145854 (Supervised Classification) nomao Uploaded 21-12-2017 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.trees1630
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size6
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.118221519887447
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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18198.2835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2172
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
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2732
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6048
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2152.2124
UserCPU time millis
139.874
UserCPU time millis testing
10.516
UserCPU time millis training
129.358