Run
8304049

Run 8304049

Task 43 (Supervised Classification) spambase 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.trees1793
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size508
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.137045056978241
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
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8462
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1457.6406
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.355
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
0.8733
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8535
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8535
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7707
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1228.7487
UserCPU time millis
53.734
UserCPU time millis testing
4.741
UserCPU time millis training
48.993