Run
8501330

Run 8501330

Task 145854 (Supervised Classification) nomao Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1398
mlr.classif.ranger(9)_mtry16
mlr.classif.ranger(9)_min.node.size141
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.230645049898885
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
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26433.3103
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1009
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
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9464
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4497
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1842.7105
UserCPU time millis
414.632
UserCPU time millis testing
12.93
UserCPU time millis training
401.702