Run
8298895

Run 8298895

Task 43 (Supervised Classification) spambase Uploaded 29-10-2017 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.trees760
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size13
mlr.classif.ranger(13)_sample.fraction0.526082753320225
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
0.9836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8822
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3556.9137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1213
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
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9441
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2539
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4354
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1235.7347
UserCPU time millis
173.226
UserCPU time millis testing
6.617
UserCPU time millis training
166.609