Run
8471835

Run 8471835

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 04-11-2017 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(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees673
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size859
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.963066922524013
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
0.7008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1778.4329
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2626
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
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3598
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9615
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.6023
UserCPU time millis
799.655
UserCPU time millis testing
32.403
UserCPU time millis training
767.252