Run
8554157

Run 8554157

Task 145979 (Supervised Classification) spambase Uploaded 23-11-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1996
mlr.classif.ranger(16)_mtry10
mlr.classif.ranger(16)_min.node.size1069
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.589325149636716
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9598
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2243.0722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2732
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
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9135
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9135
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.644
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1212.3494
UserCPU time millis
35.126
UserCPU time millis testing
3.154
UserCPU time millis training
31.972