Run
8331763

Run 8331763

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 30-10-2017 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.trees294
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size100
mlr.classif.ranger(13)_sample.fraction0.711575324740261
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
0.6924
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.1387
Cross-validation details (10-fold Crossvalidation)
F measure
0.7698
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0613
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2511.3175
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
0.7971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8341
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
0.3601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9623
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1328.2609
Total cost
644710
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2451.995
UserCPU time millis testing
21.258
UserCPU time millis training
2430.737