Run
8448767

Run 8448767

Task 6566 (Supervised Classification) Internet-Advertisements 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.trees1162
mlr.classif.ranger(13)_mtry33
mlr.classif.ranger(13)_min.node.size143
mlr.classif.ranger(13)_sample.fraction0.588962060259655
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
0.9785
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8806
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2280.181
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0735
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1636
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1227.3712
UserCPU time millis
1131.524
UserCPU time millis testing
18.016
UserCPU time millis training
1113.508