Run
8555815

Run 8555815

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 24-11-2017 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.trees1413
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size83
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.825978329405189
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
0.6869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2632.7505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.258
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
0.8346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9658
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
986.2226
UserCPU time millis
5805.185
UserCPU time millis testing
39.441
UserCPU time millis training
5765.744