Run
7798083

Run 7798083

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)_eta0.0544405375447296
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.02170396453083
mlr.classif.xgboost(9)_subsample0.209151999861933
mlr.classif.xgboost(9)_colsample_bytree0.39654848864302
mlr.classif.xgboost(9)_colsample_bylevel0.237315029138699
mlr.classif.xgboost(9)_lambda29.9505588349013
mlr.classif.xgboost(9)_alpha0.0649235276234836
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4907
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
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3952.7621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0722
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
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9535
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1882
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3851
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.8443
UserCPU time millis
780.697
UserCPU time millis testing
8.367
UserCPU time millis training
772.33