Run
7798040

Run 7798040

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)_eta0.262589527461232
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight12.7887297535176
mlr.classif.xgboost(9)_subsample0.566621435317211
mlr.classif.xgboost(9)_colsample_bytree0.595051372889429
mlr.classif.xgboost(9)_colsample_bylevel0.994295662268996
mlr.classif.xgboost(9)_lambda695.449302638895
mlr.classif.xgboost(9)_alpha0.0344870034350733
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2813
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
0.9827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3800.9715
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0902
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
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9474
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.189
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2044
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4182
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.3367
UserCPU time millis
868.624
UserCPU time millis testing
3.768
UserCPU time millis training
864.856