Run
8299531

Run 8299531

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.trees1014
mlr.classif.ranger(13)_mtry17
mlr.classif.ranger(13)_min.node.size745
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.331921576987952
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
0.9512
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9002
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.79
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2230.2706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.273
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
0.9009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6525
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.7571
UserCPU time millis
52.185
UserCPU time millis testing
3.518
UserCPU time millis training
48.667