Run
7937619

Run 7937619

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0712445218678861
mlr.classif.xgboost(7)_gamma5.59827337830552
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight1.47954349595745
mlr.classif.xgboost(7)_subsample0.494580583740026
mlr.classif.xgboost(7)_colsample_bytree0.898055378720164
mlr.classif.xgboost(7)_colsample_bylevel0.947374356351793
mlr.classif.xgboost(7)_lambda632.58794685768
mlr.classif.xgboost(7)_alpha0.348795285097834
mlr.classif.xgboost(7)_nrounds1425
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8121
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20685.3673
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2807
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
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7381
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
210.857
UserCPU time millis
253.19
UserCPU time millis testing
0.28
UserCPU time millis training
252.91