Run
7803093

Run 7803093

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)_eta0.292254375325176
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight36.2042758218841
mlr.classif.xgboost(9)_subsample0.69508170527406
mlr.classif.xgboost(9)_colsample_bytree0.914633522974327
mlr.classif.xgboost(9)_colsample_bylevel0.701792419888079
mlr.classif.xgboost(9)_lambda0.25262769769334
mlr.classif.xgboost(9)_alpha0.398383174728815
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3431
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
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3649.7466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1043
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
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9263
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2342
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4794
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1257.3374
UserCPU time millis
883.086
UserCPU time millis testing
3.069
UserCPU time millis training
880.017