Run
8256234

Run 8256234

Task 43 (Supervised Classification) spambase Uploaded 26-10-2017 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.trees1288
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size2098
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.727570915408432
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
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7192
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1565.4818
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3449
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
0.887
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7507
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.4577
UserCPU time millis
6.549
UserCPU time millis testing
1.094
UserCPU time millis training
5.455