Run
7848298

Run 7848298

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)_eta0.00140737074989424
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight16.4128254326782
mlr.classif.xgboost(9)_subsample0.485276152589358
mlr.classif.xgboost(9)_colsample_bytree0.275577483465895
mlr.classif.xgboost(9)_colsample_bylevel0.530960314674303
mlr.classif.xgboost(9)_lambda0.0168123105246149
mlr.classif.xgboost(9)_alpha0.0208532480147995
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4464
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
0.8799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5751
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15533.4991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3413
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
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7821
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1244.1436
UserCPU time millis
3659.753
UserCPU time millis testing
77.826
UserCPU time millis training
3581.927