Run
8067159

Run 8067159

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1789
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size1644
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.846158183529042
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.6844
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.6461
Cross-validation details (10-fold Crossvalidation)
F measure
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2704.1755
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2629
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
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8313
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8313
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9385
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3625
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9686
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1839.2774
Total cost
664980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1041.289
UserCPU time millis testing
20.882
UserCPU time millis training
1020.407