Run
8656017

Run 8656017

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 15-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees13
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.256852240907028
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
0.6443
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5849.6647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2649
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
0.7718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8255
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3741
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9997
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1315.0653
UserCPU time millis
28.63
UserCPU time millis testing
0.28
UserCPU time millis training
28.35