Run
8764991

Run 8764991

Task 125923 (Supervised Classification) Australian Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1897
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size9
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.360375669156201
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8684
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7345
Cross-validation details (10-fold Crossvalidation)
KB relative information score
442.594
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1888
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
0.8697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.608
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1765.4438
UserCPU time millis
6.465
UserCPU time millis testing
0.442
UserCPU time millis training
6.023