Run
8269524

Run 8269524

Task 145979 (Supervised Classification) spambase Uploaded 27-10-2017 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.trees726
mlr.classif.ranger(9)_mtry24
mlr.classif.ranger(9)_min.node.size377
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.492007909435779
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
0.9645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2925.7493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1924
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
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9215
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4029
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5585
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.8629
UserCPU time millis
25.456
UserCPU time millis testing
0.821
UserCPU time millis training
24.635