Run
8317990

Run 8317990

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.trees812
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.832975190342404
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
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9031
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3781.71
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0944
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
0.9539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1976
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.395
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1244.1726
UserCPU time millis
325.522
UserCPU time millis testing
10.184
UserCPU time millis training
315.338