OpenML
6385727

Run 6385727

Task 9977 (Supervised Classification) nomao Uploaded 29-08-2017 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)_eta0.102546916226948
mlr.classif.xgboost(9)_subsample0.467830777447671
mlr.classif.xgboost(9)_lambda0.00430152833398321
mlr.classif.xgboost(9)_alpha971.215623203064
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2610
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
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7614
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17873.0789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2147
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
0.904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6257
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.26
UserCPU time millis
8874.993
UserCPU time millis testing
1.214
UserCPU time millis training
8873.779