Run
8789403

Run 8789403

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 13-01-2018 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.trees1915
mlr.classif.ranger(16)_mtry1024
mlr.classif.ranger(16)_min.node.size183
mlr.classif.ranger(16)_sample.fraction0.167613141192123
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
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2268.5389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0704
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
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5217
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1176.4946
UserCPU time millis
2155.51
UserCPU time millis testing
2.713
UserCPU time millis training
2152.797