Run
7896879

Run 7896879

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)_eta0.005407939039419
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight2.64810503499775
mlr.classif.xgboost(9)_subsample0.2379601953784
mlr.classif.xgboost(9)_colsample_bytree0.581635938724503
mlr.classif.xgboost(9)_colsample_bylevel0.213028392521665
mlr.classif.xgboost(9)_lambda52.0843752340428
mlr.classif.xgboost(9)_alpha1.41894042059324
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1119
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
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.506
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11503.7367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3834
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
0.7791
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7683
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7683
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7847
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8416
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.444
UserCPU time millis
629.348
UserCPU time millis testing
10.342
UserCPU time millis training
619.006