Run
7790714

Run 7790714

Task 145979 (Supervised Classification) spambase Uploaded 09-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_boostergblinear
mlr.classif.xgboost(9)_eta0.181403125694372
mlr.classif.xgboost(9)_subsample0.804985803039745
mlr.classif.xgboost(9)_lambda0.00607205607387133
mlr.classif.xgboost(9)_alpha16.9187163424056
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3868
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
0.967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3120.9541
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1675
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
0.9124
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9124
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9124
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.543
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.8203
UserCPU time millis
502.539
UserCPU time millis testing
0.049
UserCPU time millis training
502.49