Run
8237251

Run 8237251

Task 43 (Supervised Classification) spambase Uploaded 25-10-2017 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.trees7
mlr.classif.ranger(9)_mtry35
mlr.classif.ranger(9)_min.node.size14
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.175219099945389
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
0.964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9188
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8294
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3323.1929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1435
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
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5212
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1800.2315
UserCPU time millis
0.664
UserCPU time millis testing
0.048
UserCPU time millis training
0.616