Run
8068619

Run 8068619

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.trees218
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size16
mlr.classif.ranger(9)_sample.fraction0.419368987274356
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
0.686
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.8957
Cross-validation details (10-fold Crossvalidation)
F measure
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3688.2194
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
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3616
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9663
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.8764
Total cost
635000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
255.813
UserCPU time millis testing
4.401
UserCPU time millis training
251.412