Run
6365851

Run 6365851

Task 145854 (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)_eta0.00338047445170686
mlr.classif.xgboost(9)_subsample0.305573573149741
mlr.classif.xgboost(9)_lambda0.0043808545945534
mlr.classif.xgboost(9)_alpha0.0166466345565033
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2063
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
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27011.1044
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0904
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
0.9399
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9401
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2215
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4618
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.4543
UserCPU time millis
5349.339
UserCPU time millis testing
0.873
UserCPU time millis training
5348.466