Run
8503964

Run 8503964

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.trees1349
mlr.classif.ranger(9)_mtry106
mlr.classif.ranger(9)_min.node.size5997
mlr.classif.ranger(9)_sample.fraction0.541294796974398
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
0.9241
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17416.4357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2045
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
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5012
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6883
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1836.2112
UserCPU time millis
1544.796
UserCPU time millis testing
8.266
UserCPU time millis training
1536.53