Run
8670886

Run 8670886

Task 145854 (Supervised Classification) nomao Uploaded 24-12-2017 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.trees1351
mlr.classif.ranger(9)_mtry18
mlr.classif.ranger(9)_min.node.size153
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.111019766679965
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
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9382
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25429.0673
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1135
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
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.939
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4782
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1842.598
UserCPU time millis
341.526
UserCPU time millis testing
11.046
UserCPU time millis training
330.48