Run
8656865

Run 8656865

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 16-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees590
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size11
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.741201859293506
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.671
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.4378
Cross-validation details (10-fold Crossvalidation)
F measure
0.7789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3917.3283
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2601
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
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8292
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8292
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9285
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9804
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1120.0152
Total cost
616710
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2316.051
UserCPU time millis testing
18.657
UserCPU time millis training
2297.394