Run
8647529

Run 8647529

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 13-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1409
mlr.classif.ranger(16)_mtry7
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.512996287806891
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
0.6785
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.602
Cross-validation details (10-fold Crossvalidation)
F measure
0.7781
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0993
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4230.3297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2638
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
0.7867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9418
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3641
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9728
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.5517
Total cost
623270
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3865.368
UserCPU time millis testing
54.418
UserCPU time millis training
3810.95