Run
7854321

Run 7854321

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)_eta0.0190618870285212
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight3.56354785136081
mlr.classif.xgboost(9)_subsample0.263019498158246
mlr.classif.xgboost(9)_colsample_bytree0.994984491961077
mlr.classif.xgboost(9)_colsample_bylevel0.911842619301751
mlr.classif.xgboost(9)_lambda0.00820449882838447
mlr.classif.xgboost(9)_alpha0.0704752822958789
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3512
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
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8496
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35082.5958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1187
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
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9266
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4727
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1270.9233
UserCPU time millis
8947.364
UserCPU time millis testing
120.552
UserCPU time millis training
8826.812