Run
7917866

Run 7917866

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)_eta0.284875796849985
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight84.117490908575
mlr.classif.xgboost(9)_subsample0.867793905711733
mlr.classif.xgboost(9)_colsample_bytree0.39404373569414
mlr.classif.xgboost(9)_colsample_bylevel0.686210180865601
mlr.classif.xgboost(9)_lambda14.2548221017693
mlr.classif.xgboost(9)_alpha0.00379909032004869
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4776
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
0.9968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8947
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10810.3255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0241
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
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2086
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.404
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.7664
UserCPU time millis
5606.296
UserCPU time millis testing
6.834
UserCPU time millis training
5599.462