Run
8783739

Run 8783739

Task 145854 (Supervised Classification) nomao Uploaded 09-01-2018 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.trees751
mlr.classif.ranger(16)_mtry39
mlr.classif.ranger(16)_min.node.size13581
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.549880241253413
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14946.852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2441
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
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7246
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.357
UserCPU time millis
119.712
UserCPU time millis testing
4.177
UserCPU time millis training
115.535