OpenML
6250888

Run 6250888

Task 9977 (Supervised Classification) nomao Uploaded 28-08-2017 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)_eta0.0176707355313173
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight22.325330656907
mlr.classif.xgboost(9)_subsample0.861877143103629
mlr.classif.xgboost(9)_colsample_bytree0.375014911405742
mlr.classif.xgboost(9)_colsample_bylevel0.168967182515189
mlr.classif.xgboost(9)_lambda0.00156463808561508
mlr.classif.xgboost(9)_alpha9.76395062481908
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2583
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
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29535.0271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.061
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
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1654
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3661
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1313.895
UserCPU time millis
6052.218
UserCPU time millis testing
29.752
UserCPU time millis training
6022.466