Run
8476025

Run 8476025

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 05-11-2017 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.trees1537
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size424
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.97312666582875
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
0.7006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0552
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1811.8193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2589
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
0.8044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9595
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.5296
UserCPU time millis
5215.383
UserCPU time millis testing
95.724
UserCPU time millis training
5119.659