Run
8239632

Run 8239632

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 25-10-2017 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.trees317
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size1596
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.968213728745468
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
0.6867
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.6491
Cross-validation details (10-fold Crossvalidation)
F measure
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2626.707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2628
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
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8315
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9677
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1736.7474
Total cost
665100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
164.99
UserCPU time millis testing
2.612
UserCPU time millis training
162.378