Run
8286539

Run 8286539

Task 43 (Supervised Classification) spambase Uploaded 28-10-2017 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.trees816
mlr.classif.ranger(13)_mtry16
mlr.classif.ranger(13)_min.node.size18
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.465446484531276
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3570.7069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9431
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4405
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.1899
UserCPU time millis
205.925
UserCPU time millis testing
6.638
UserCPU time millis training
199.287