Run
8179243

Run 8179243

Task 145979 (Supervised Classification) spambase Uploaded 19-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees5
mlr.classif.ranger(9)_mtry49
mlr.classif.ranger(9)_min.node.size569
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.152013438078575
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
0.8656
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1685.6002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3222
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
0.7928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3791
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7757
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.4707
UserCPU time millis
0.426
UserCPU time millis testing
0.042
UserCPU time millis training
0.384