Run
7869120

Run 7869120

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)_eta0.00181503731090912
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight2.90646930406264
mlr.classif.xgboost(9)_subsample0.792073342902586
mlr.classif.xgboost(9)_colsample_bytree0.852954635862261
mlr.classif.xgboost(9)_colsample_bylevel0.581044989870861
mlr.classif.xgboost(9)_lambda0.00108498848917181
mlr.classif.xgboost(9)_alpha0.569682307612821
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4325
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
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30497.6932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1744
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
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2663
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5388
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.2442
UserCPU time millis
11561.393
UserCPU time millis testing
203.446
UserCPU time millis training
11357.947