Run
8725524

Run 8725524

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 29-12-2017 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.trees636
mlr.classif.ranger(9)_mtry585
mlr.classif.ranger(9)_min.node.size222
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.561488316534087
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
0.9694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8327
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2281.9082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0669
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
0.9598
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2775
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1763
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5081
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1958.1133
UserCPU time millis
784.183
UserCPU time millis testing
1.215
UserCPU time millis training
782.968