Run
8459521

Run 8459521

Task 145979 (Supervised Classification) spambase Uploaded 03-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees315
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size92
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.655738439201377
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9776
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2534.5257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2428
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
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9231
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9231
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5085
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2874
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5881
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.3577
UserCPU time millis
21.865
UserCPU time millis testing
1.847
UserCPU time millis training
20.018