Run
7869672

Run 7869672

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)_eta0.00335917264944893
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight12.0347981083613
mlr.classif.xgboost(9)_subsample0.977250801282935
mlr.classif.xgboost(9)_colsample_bytree0.894874307559803
mlr.classif.xgboost(9)_colsample_bylevel0.924869349226356
mlr.classif.xgboost(9)_lambda0.097882864541313
mlr.classif.xgboost(9)_alpha7.17194339489027
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4304
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
0.9323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7019
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24814.4979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2363
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
0.8548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6563
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.0879
UserCPU time millis
6668.689
UserCPU time millis testing
75.735
UserCPU time millis training
6592.954