Run
8656024

Run 8656024

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 15-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1132
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.814709739852697
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.6722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3737.392
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2594
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
0.7744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.826
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9259
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.984
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1329.3434
UserCPU time millis
2110.92
UserCPU time millis testing
70.61
UserCPU time millis training
2040.31