Run
8695245

Run 8695245

Task 145854 (Supervised Classification) nomao Uploaded 27-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1596
mlr.classif.ranger(16)_mtry7
mlr.classif.ranger(16)_min.node.size390
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.6987959922757
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25659.0617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1134
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
0.9467
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2057
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.2822
UserCPU time millis
840.777
UserCPU time millis testing
20.815
UserCPU time millis training
819.962