Run
8434434

Run 8434434

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 02-11-2017 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.trees985
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size672
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.91934835202992
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
0.6861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7605
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0224
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2741.0758
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2611
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.831
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.831
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3624
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9683
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.1047
UserCPU time millis
4809.493
UserCPU time millis testing
55.298
UserCPU time millis training
4754.195