Run
7801592

Run 7801592

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)_eta0.016834075474921
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight4.81321881850381
mlr.classif.xgboost(9)_subsample0.506716247228906
mlr.classif.xgboost(9)_colsample_bytree0.0649493257515132
mlr.classif.xgboost(9)_colsample_bylevel0.875565209425986
mlr.classif.xgboost(9)_lambda0.0236781035773082
mlr.classif.xgboost(9)_alpha0.00107026432771145
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1077
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
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9437
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3599.1688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1158
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
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9439
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.436
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1256.1536
UserCPU time millis
169.246
UserCPU time millis testing
1.947
UserCPU time millis training
167.299