Run
6259839

Run 6259839

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 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)_eta0.0950071887418232
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight1.17796701355401
mlr.classif.xgboost(9)_subsample0.710798428347334
mlr.classif.xgboost(9)_colsample_bytree0.593370089307427
mlr.classif.xgboost(9)_colsample_bylevel0.796424367465079
mlr.classif.xgboost(9)_lambda656.677059442694
mlr.classif.xgboost(9)_alpha0.187553635944247
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1437
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
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28661.1086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1926
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
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2931
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5929
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.3239
UserCPU time millis
2870.548
UserCPU time millis testing
39.741
UserCPU time millis training
2830.807