Run
8691346

Run 8691346

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 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.trees519
mlr.classif.ranger(16)_mtry111
mlr.classif.ranger(16)_min.node.size7258
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.727659146045335
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
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.861
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6648
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17484.0373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2025
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
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6894
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1362.693
UserCPU time millis
1243.493
UserCPU time millis testing
3.3
UserCPU time millis training
1240.193