Run
8677811

Run 8677811

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 25-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees724
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size84
mlr.classif.ranger(9)_sample.fraction0.707026489567943
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
0.6972
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.8276
Cross-validation details (10-fold Crossvalidation)
F measure
0.7554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0013
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1789.9239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2673
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
0.8039
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9674
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1869.978
Total cost
672230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
129.384
UserCPU time millis testing
7.134
UserCPU time millis training
122.25