Run
8656943

Run 8656943

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.trees1524
mlr.classif.ranger(16)_mtry9
mlr.classif.ranger(16)_min.node.size167
mlr.classif.ranger(16)_sample.fraction0.656432381994091
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.6935
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.164
Cross-validation details (10-fold Crossvalidation)
F measure
0.7693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0593
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2299.2816
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2595
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
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9264
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.36
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9621
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1353.841
Total cost
645720
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2789.973
UserCPU time millis testing
25.217
UserCPU time millis training
2764.756