Run
8392924

Run 8392924

Task 145854 (Supervised Classification) nomao Uploaded 01-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees797
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size2757
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.497462947363965
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9776
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19924.0632
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1878
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
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9243
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2605
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5766
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.3015
UserCPU time millis
569.206
UserCPU time millis testing
25.587
UserCPU time millis training
543.619