Run
8351440

Run 8351440

Task 43 (Supervised Classification) spambase Uploaded 31-10-2017 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.trees1536
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size62
mlr.classif.ranger(13)_sample.fraction0.799086920497939
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
0.9827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3128.6015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1746
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
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9394
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.491
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1235.9843
UserCPU time millis
187.947
UserCPU time millis testing
12.463
UserCPU time millis training
175.484