Run
8471649

Run 8471649

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 04-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees405
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size20
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.863182388572022
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.7035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.088
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1751.6474
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2566
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
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.916
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3573
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9549
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1234.6863
UserCPU time millis
1552.377
UserCPU time millis testing
42.434
UserCPU time millis training
1509.943