Run
7881393

Run 7881393

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)_eta0.236535974402742
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight27.8984857724876
mlr.classif.xgboost(9)_subsample0.659535321895964
mlr.classif.xgboost(9)_colsample_bytree0.667936620069668
mlr.classif.xgboost(9)_colsample_bylevel0.222516431240365
mlr.classif.xgboost(9)_lambda45.5454668889802
mlr.classif.xgboost(9)_alpha746.623309118146
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2685
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
0.8305
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5055
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13155.4711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3665
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
0.7734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8293
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.1175
UserCPU time millis
1234.391
UserCPU time millis testing
11.775
UserCPU time millis training
1222.616