Run
8613710

Run 8613710

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 04-12-2017 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.trees746
mlr.classif.ranger(9)_mtry416
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.568824763782322
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
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9769
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2681.5753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0378
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4026
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1810.8411
UserCPU time millis
872.386
UserCPU time millis testing
1.817
UserCPU time millis training
870.569