Run
8645452

Run 8645452

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1566
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size25
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.413647823710926
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
0.7002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0514
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2189.2925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2606
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
0.8046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9588
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1471.2314
UserCPU time millis
912.29
UserCPU time millis testing
34.11
UserCPU time millis training
878.18