Run
8645464

Run 8645464

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 12-12-2017 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.trees1105
mlr.classif.ranger(15)_mtry8
mlr.classif.ranger(15)_min.node.size1
mlr.classif.ranger(15)_sample.fraction0.570217916346155
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
0.6748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0979
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4368.2479
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.264
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
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8304
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9761
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1456.5656
UserCPU time millis
2539.98
UserCPU time millis testing
38.57
UserCPU time millis training
2501.41