Run
7982828

Run 7982828

Task 145979 (Supervised Classification) spambase Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1235
mlr.classif.ranger(9)_mtry56
mlr.classif.ranger(9)_min.node.size2138
mlr.classif.ranger(9)_sample.fraction0.544588470226154
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5415
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1676.3839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3231
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
0.7885
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7659
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1791.3298
UserCPU time millis
11.441
UserCPU time millis testing
0.762
UserCPU time millis training
10.679