Run
8255716

Run 8255716

Task 43 (Supervised Classification) spambase Uploaded 26-10-2017 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.trees435
mlr.classif.ranger(13)_mtry13
mlr.classif.ranger(13)_min.node.size6
mlr.classif.ranger(13)_sample.fraction0.158640544349328
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
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8628
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3382.9651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1413
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
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2309
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4725
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1252.2575
UserCPU time millis
47.048
UserCPU time millis testing
2.653
UserCPU time millis training
44.395