Run
8263686

Run 8263686

Task 125923 (Supervised Classification) Australian Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees785
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size271
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.962299302173778
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9146
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.6414
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3948
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7992
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8211
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1758.9405
UserCPU time millis
0.726
UserCPU time millis testing
0.143
UserCPU time millis training
0.583