Run
8856838

Run 8856838

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 30-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees40
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size48
mlr.classif.ranger(9)_sample.fraction0.966485682688653
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
0.6815
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.7878
Cross-validation details (10-fold Crossvalidation)
F measure
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0879
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3375.159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2601
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
0.7926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9693
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1733.3606
Total cost
630690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
81.443
UserCPU time millis testing
0.7
UserCPU time millis training
80.743