Run
7891857

Run 7891857

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)_eta0.0586718147128142
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight109.870640758881
mlr.classif.xgboost(9)_subsample0.634929273882881
mlr.classif.xgboost(9)_colsample_bytree0.311855779960752
mlr.classif.xgboost(9)_colsample_bylevel0.810343400575221
mlr.classif.xgboost(9)_lambda0.0374502755585914
mlr.classif.xgboost(9)_alpha0.768030734807837
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1519
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
0.9454
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27735.0372
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2026
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
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6154
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.1357
UserCPU time millis
2248.862
UserCPU time millis testing
36.463
UserCPU time millis training
2212.399