Run
8220140

Run 8220140

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.trees436
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size38
mlr.classif.ranger(9)_sample.fraction0.130887439334765
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
0.6884
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.2509
Cross-validation details (10-fold Crossvalidation)
F measure
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3206.28
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2634
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
0.7941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8335
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8335
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9403
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9645
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
789.6492
Total cost
649190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
354.819
UserCPU time millis testing
7.978
UserCPU time millis training
346.841