Run
8534985

Run 8534985

Task 145854 (Supervised Classification) nomao Uploaded 16-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees817
mlr.classif.ranger(15)_mtry74
mlr.classif.ranger(15)_min.node.size4764
mlr.classif.ranger(15)_sample.fraction0.519303646683693
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9663
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9081
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21198.4015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.167
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
0.9082
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9094
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9094
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4092
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2649
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5864
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1312.2302
UserCPU time millis
795.96
UserCPU time millis testing
6.18
UserCPU time millis training
789.78