Run
8007194

Run 8007194

Task 145854 (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.trees1769
mlr.classif.ranger(9)_mtry65
mlr.classif.ranger(9)_min.node.size2046
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.694495995272882
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9791
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24785.5384
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1182
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
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5087
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1798.5474
UserCPU time millis
2024.222
UserCPU time millis testing
10.85
UserCPU time millis training
2013.372