Run
8657998

Run 8657998

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 17-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1213
mlr.classif.ranger(16)_mtry391
mlr.classif.ranger(16)_min.node.size347
mlr.classif.ranger(16)_sample.fraction0.304717401764356
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9706
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2251.8886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.072
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
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5031
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.1574
UserCPU time millis
743.353
UserCPU time millis testing
2.013
UserCPU time millis training
741.34