Run
7020582

Run 7020582

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 03-09-2017 by OpenML_Bot R
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  • AzureBot8 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees335
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_sample.fraction0.426280947914347
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.6826
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.7753
Cross-validation details (10-fold Crossvalidation)
F measure
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3861.3318
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
0.7932
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3623
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9682
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.9551
Total cost
630190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2484.755
UserCPU time millis testing
31.822
UserCPU time millis training
2452.933