Run
7998008

Run 7998008

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 17-10-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees782
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size20
mlr.classif.ranger(9)_sample.fraction0.884464768692851
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
0.6992
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7145
Cross-validation details (10-fold Crossvalidation)
F measure
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1787.7571
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2669
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
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9657
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1738.7921
Total cost
667710
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
197.083
UserCPU time millis testing
11.425
UserCPU time millis training
185.658