Run
7947660

Run 7947660

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0477454367698375
mlr.classif.xgboost(7)_gamma0.00394353637704241
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight26.414963339469
mlr.classif.xgboost(7)_subsample0.470555757009424
mlr.classif.xgboost(7)_colsample_bytree0.823341151699424
mlr.classif.xgboost(7)_colsample_bylevel0.284988450817764
mlr.classif.xgboost(7)_lambda0.00430554631627512
mlr.classif.xgboost(7)_alpha685.915423156593
mlr.classif.xgboost(7)_nrounds1027
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11786.8047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.382
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
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7651
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7651
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8435
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.6055
UserCPU time millis
230.32
UserCPU time millis testing
0.4
UserCPU time millis training
229.92