Run
8474803

Run 8474803

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 05-11-2017 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.trees581
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size67
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.461067138775252
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
0.6968
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.1883
Cross-validation details (10-fold Crossvalidation)
F measure
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2318.0806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2594
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
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8343
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8343
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3594
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9603
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1317.2546
Total cost
646690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2244.745
UserCPU time millis testing
44.091
UserCPU time millis training
2200.654