Run
8723790

Run 8723790

Task 145854 (Supervised Classification) nomao Uploaded 29-12-2017 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.trees1549
mlr.classif.ranger(9)_mtry62
mlr.classif.ranger(9)_min.node.size83
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.308743719989434
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
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27831.3145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0824
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
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9544
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4174
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1729.2293
UserCPU time millis
2130.472
UserCPU time millis testing
15.426
UserCPU time millis training
2115.046