Run
8068039

Run 8068039

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 18-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees14
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size32
mlr.classif.ranger(9)_sample.fraction0.66061582758557
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
0.6683
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.6784
Cross-validation details (10-fold Crossvalidation)
F measure
0.7761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4191.6888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2611
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
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8308
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3664
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9791
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.4813
Total cost
626320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.063
UserCPU time millis testing
0.329
UserCPU time millis training
24.734