Run
7976588

Run 7976588

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1558
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size2296
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.909693208220415
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.6857
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7593
Cross-validation details (10-fold Crossvalidation)
F measure
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2484.0692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2638
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
0.7839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9679
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.4279
Total cost
669500
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
448.304
UserCPU time millis testing
13.71
UserCPU time millis training
434.594