Run
8299967

Run 8299967

Task 145854 (Supervised Classification) nomao Uploaded 29-10-2017 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.trees307
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size163
mlr.classif.ranger(13)_sample.fraction0.51637461388018
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
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8848
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26960.3232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0951
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
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1937
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4288
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1224.6487
UserCPU time millis
575.368
UserCPU time millis testing
16.731
UserCPU time millis training
558.637