Run
7999044

Run 7999044

Task 43 (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.trees1655
mlr.classif.ranger(9)_mtry40
mlr.classif.ranger(9)_min.node.size267
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.837388932076283
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
0.9694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9182
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3269.9188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1508
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
0.9189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9187
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9187
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3158
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.517
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1824.2764
UserCPU time millis
147.263
UserCPU time millis testing
2.29
UserCPU time millis training
144.973