Run
8225504

Run 8225504

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 24-10-2017 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.trees850
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size162
mlr.classif.ranger(9)_sample.fraction0.145159468473867
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.6892
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.5465
Cross-validation details (10-fold Crossvalidation)
F measure
0.7616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2685.44
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2633
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
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.94
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9657
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1854.568
Total cost
661000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
187.093
UserCPU time millis testing
8.54
UserCPU time millis training
178.553