Run
8673197

Run 8673197

Task 145979 (Supervised Classification) spambase Uploaded 24-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1188
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size9
mlr.classif.ranger(9)_sample.fraction0.785647114180028
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
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9505
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3610.3538
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1158
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
0.9507
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4178
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1820.4188
UserCPU time millis
49.875
UserCPU time millis testing
2.582
UserCPU time millis training
47.293