Run
8471748

Run 8471748

Task 145854 (Supervised Classification) nomao Uploaded 04-11-2017 by OpenML_Bot R
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  • AzureBot1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1686
mlr.classif.ranger(13)_mtry13
mlr.classif.ranger(13)_min.node.size1374
mlr.classif.ranger(13)_sample.fraction0.216070158081129
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7993
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21377.1751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1682
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
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9223
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9223
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5515
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.6246
UserCPU time millis
1044.279
UserCPU time millis testing
50.438
UserCPU time millis training
993.841