Run
8537735

Run 8537735

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 17-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees770
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size8
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.40137752967421
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.6877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0871
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3364.7167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2612
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
0.7936
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9654
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.3184
UserCPU time millis
949.97
UserCPU time millis testing
23.28
UserCPU time millis training
926.69