Run
8610755

Run 8610755

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 03-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees928
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.649626634106971
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.6674
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.3212
Cross-validation details (10-fold Crossvalidation)
F measure
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4479.8539
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2621
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
0.7718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9357
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9872
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1364.449
Total cost
612050
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3075.62
UserCPU time millis testing
36
UserCPU time millis training
3039.62