Run
8277485

Run 8277485

Task 145854 (Supervised Classification) nomao Uploaded 27-10-2017 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.trees1783
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_min.node.size436
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.396940504270606
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
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8502
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25784.817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1081
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
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2125
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1249.2276
UserCPU time millis
3490.604
UserCPU time millis testing
71.774
UserCPU time millis training
3418.83