Run
8116133

Run 8116133

Task 14971 (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.trees546
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size407
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.351397058088332
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
0.6901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2546.3395
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2624
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
0.7882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.966
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1837.622
UserCPU time millis
234.819
UserCPU time millis testing
5.208
UserCPU time millis training
229.611