Run
8256961

Run 8256961

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.trees183
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size220
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.33925561401993
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
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2889.1609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1991
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
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9285
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2686
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5497
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.1364
UserCPU time millis
19.082
UserCPU time millis testing
0.972
UserCPU time millis training
18.11