Run
7793542

Run 7793542

Task 145979 (Supervised Classification) spambase Uploaded 09-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.113181998665548
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight2.11679093196701
mlr.classif.xgboost(9)_subsample0.527466159197502
mlr.classif.xgboost(9)_colsample_bytree0.624221686506644
mlr.classif.xgboost(9)_colsample_bylevel0.234165456146002
mlr.classif.xgboost(9)_lambda0.0026457159193607
mlr.classif.xgboost(9)_alpha16.4889065111489
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3681
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(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
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3772.9575
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.094
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
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1968
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4181
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.3676
UserCPU time millis
442.713
UserCPU time millis testing
2.573
UserCPU time millis training
440.14