Run
8541279

Run 8541279

Task 145979 (Supervised Classification) spambase Uploaded 18-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1633
mlr.classif.ranger(15)_mtry51
mlr.classif.ranger(15)_min.node.size60
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.436187095986679
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3459.8893
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1295
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
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9302
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9302
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2712
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4811
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1222.4768
UserCPU time millis
246.68
UserCPU time millis testing
3.18
UserCPU time millis training
243.5