Run
8541309

Run 8541309

Task 145979 (Supervised Classification) spambase Uploaded 18-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees986
mlr.classif.ranger(15)_mtry33
mlr.classif.ranger(15)_min.node.size992
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.691830567247234
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7888
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2688.5145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2162
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
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.4894
UserCPU time millis
46.02
UserCPU time millis testing
0.98
UserCPU time millis training
45.04