Run
8295194

Run 8295194

Task 43 (Supervised Classification) spambase Uploaded 28-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees665
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_min.node.size11
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.827643979107961
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3737.4266
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0988
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
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.207
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4131
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.8704
UserCPU time millis
339.41
UserCPU time millis testing
7.049
UserCPU time millis training
332.361