Run
1869062

Run 1869062

Task 9977 (Supervised Classification) nomao Uploaded 28-03-2017 by Philipp Probst
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Flow

mlr.classif.xgboost(4)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(4)_boostergblinear
mlr.classif.xgboost(4)_eta0.300351265396819
mlr.classif.xgboost(4)_subsample0.61152297523804
mlr.classif.xgboost(4)_lambda16.9881384971551
mlr.classif.xgboost(4)_alpha0.00378354040834215
mlr.classif.xgboost(4)_nrounds1265
mlr.classif.xgboost(4)_verbose0
mlr.classif.xgboost(4)_openml.seed1
mlr.classif.xgboost(4)_openml.kindMersenne-Twister
mlr.classif.xgboost(4)_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.

17 Evaluation measures

Area under ROC curve
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27048.8257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0908
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4522
Cross-validation details (10-fold Crossvalidation)