Run
7846112

Run 7846112

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)_eta0.0161396223545709
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight17.1211547592596
mlr.classif.xgboost(9)_subsample0.234541976056062
mlr.classif.xgboost(9)_colsample_bytree0.933609488420188
mlr.classif.xgboost(9)_colsample_bylevel0.744516708189622
mlr.classif.xgboost(9)_lambda73.1753022853554
mlr.classif.xgboost(9)_alpha842.640274814664
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds411
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
0.7912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7536
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4429.98
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4535
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
0.7685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7617
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7617
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9351
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.5073
UserCPU time millis
341.863
UserCPU time millis testing
3.461
UserCPU time millis training
338.402