Run
8185347

Run 8185347

Task 145979 (Supervised Classification) spambase Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1256
mlr.classif.ranger(9)_mtry32
mlr.classif.ranger(9)_min.node.size983
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.754859232157469
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7871
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2686.4734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2162
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
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8983
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.613
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1692.1014
UserCPU time millis
53.738
UserCPU time millis testing
1.486
UserCPU time millis training
52.252