Run
8456972

Run 8456972

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees670
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size1049
mlr.classif.ranger(13)_sample.fraction0.892995475791395
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
0.6892
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7067
Cross-validation details (10-fold Crossvalidation)
F measure
0.7579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0117
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2563.8238
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2622
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
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9669
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.8765
Total cost
667400
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2260.487
UserCPU time millis testing
32.764
UserCPU time millis training
2227.723