Run
7517772

Run 7517772

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 07-09-2017 by OpenML_Bot R
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  • AzureBot15 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.trees186
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.764065846917219
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
0.6689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4058.8447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.26
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
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9283
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.368
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9834
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.9989
UserCPU time millis
2506
UserCPU time millis testing
24.313
UserCPU time millis training
2481.687