Run
8527605

Run 8527605

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 11-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size28
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.698502523405477
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
0.5978
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7651
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6681.4382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2596
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
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.7824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1266
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1734.6706
UserCPU time millis
3.382
UserCPU time millis testing
0.099
UserCPU time millis training
3.283