Run
7870063

Run 7870063

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)_eta0.0747769865593267
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight6.63556219501945
mlr.classif.xgboost(9)_subsample0.466070041339845
mlr.classif.xgboost(9)_colsample_bytree0.920645660487935
mlr.classif.xgboost(9)_colsample_bylevel0.108196320245042
mlr.classif.xgboost(9)_lambda57.5140853435482
mlr.classif.xgboost(9)_alpha0.00571497501283889
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4694
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
0.9173
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24000.6284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2433
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
0.8384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.498
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6851
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1244.5943
UserCPU time millis
2738.681
UserCPU time millis testing
46.031
UserCPU time millis training
2692.65