Run
8436320

Run 8436320

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 03-11-2017 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.trees273
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size115
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.618683298793621
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
0.697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2203.9747
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.259
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
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8343
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8343
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3594
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9604
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1242.8759
UserCPU time millis
1247.165
UserCPU time millis testing
20.553
UserCPU time millis training
1226.612