Run
8800448

Run 8800448

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 20-01-2018 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.trees1638
mlr.classif.ranger(16)_mtry330
mlr.classif.ranger(16)_min.node.size95
mlr.classif.ranger(16)_sample.fraction0.450697330851108
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
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.846
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2325.0779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0645
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
0.9629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1658
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.478
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.7937
UserCPU time millis
1597.726
UserCPU time millis testing
2.997
UserCPU time millis training
1594.729