Run
7998708

Run 7998708

Task 43 (Supervised Classification) spambase Uploaded 17-10-2017 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.trees1018
mlr.classif.ranger(9)_mtry19
mlr.classif.ranger(9)_min.node.size2180
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.620092835254036
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
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1599.34
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3393
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8524
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7104
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7521
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1806.8261
UserCPU time millis
6.084
UserCPU time millis testing
0.637
UserCPU time millis training
5.447