Run
8252527

Run 8252527

Task 145979 (Supervised Classification) spambase Uploaded 26-10-2017 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.trees1932
mlr.classif.ranger(9)_mtry35
mlr.classif.ranger(9)_min.node.size1322
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.950563864712603
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
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8948
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2676.943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2165
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
0.8948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3033
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6207
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1845.9141
UserCPU time millis
70.3
UserCPU time millis testing
1.911
UserCPU time millis training
68.389