Run
7917411

Run 7917411

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 10-09-2017 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)_eta0.00969683338288587
mlr.classif.xgboost(9)_subsample0.554247680306435
mlr.classif.xgboost(9)_lambda280.017450465998
mlr.classif.xgboost(9)_alpha29.778147783174
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds918
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
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7520.9895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0409
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1283
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5339
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.8477
UserCPU time millis
1215.89
UserCPU time millis testing
0.374
UserCPU time millis training
1215.516