Run
8647505

Run 8647505

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 13-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1546
mlr.classif.ranger(16)_mtry9
mlr.classif.ranger(16)_min.node.size1774
mlr.classif.ranger(16)_sample.fraction0.770328626642004
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.6859
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7037
Cross-validation details (10-fold Crossvalidation)
F measure
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0123
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2524.9417
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.263
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
0.786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8319
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9679
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
966.102
Total cost
667280
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1851.619
UserCPU time millis testing
23.55
UserCPU time millis training
1828.069