Run
8115731

Run 8115731

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.trees1017
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size1370
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.134764585038647
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
0.6737
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3042.629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2684
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
0.7477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.958
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3646
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9742
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.9259
UserCPU time millis
112.763
UserCPU time millis testing
6.261
UserCPU time millis training
106.502