Run
6963363

Run 6963363

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 03-09-2017 by OpenML_Bot R
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  • AzureBot8 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees23
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.424984475574456
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
0.6652
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.5259
Cross-validation details (10-fold Crossvalidation)
F measure
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.101
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4437.0572
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2619
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
0.7797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.83
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9351
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3677
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9825
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.9491
Total cost
620230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
202.696
UserCPU time millis testing
2.762
UserCPU time millis training
199.934