Run
7866634

Run 7866634

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)_eta0.00109214115913029
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight1.13141947124181
mlr.classif.xgboost(9)_subsample0.310543228266761
mlr.classif.xgboost(9)_colsample_bytree0.596282506361604
mlr.classif.xgboost(9)_colsample_bylevel0.568227847805247
mlr.classif.xgboost(9)_lambda0.222777264626842
mlr.classif.xgboost(9)_alpha6.58786045051174
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds769
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
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.497
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6546.4429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4346
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
0.7747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8988
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1202.6903
UserCPU time millis
512.797
UserCPU time millis testing
7.233
UserCPU time millis training
505.564