Run
8277413

Run 8277413

Task 145854 (Supervised Classification) nomao Uploaded 27-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1466
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size127
mlr.classif.ranger(13)_sample.fraction0.663008596282452
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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.805
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18480.6774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2135
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
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9252
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2702
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5982
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.1808
UserCPU time millis
1001.233
UserCPU time millis testing
71.254
UserCPU time millis training
929.979