Run
7893537

Run 7893537

Task 146012 (Supervised Classification) electricity 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)_eta0.408094790979911
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight121.022142650845
mlr.classif.xgboost(9)_subsample0.555624783411622
mlr.classif.xgboost(9)_colsample_bytree0.907383086159825
mlr.classif.xgboost(9)_colsample_bylevel0.224293197039515
mlr.classif.xgboost(9)_lambda0.0121937774887713
mlr.classif.xgboost(9)_alpha0.00245487205632425
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1625
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
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25989.9491
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2207
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3245
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6565
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1296.7837
UserCPU time millis
1030.158
UserCPU time millis testing
17.276
UserCPU time millis training
1012.882