Run
7947844

Run 7947844

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.00141370741678979
mlr.classif.xgboost(7)_gamma0.0123692909702382
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.63776865101805
mlr.classif.xgboost(7)_subsample0.898966204654425
mlr.classif.xgboost(7)_colsample_bytree0.567723456211388
mlr.classif.xgboost(7)_colsample_bylevel0.317283062823117
mlr.classif.xgboost(7)_lambda0.175041529378516
mlr.classif.xgboost(7)_alpha7.47827864678827
mlr.classif.xgboost(7)_nrounds107
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
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
651.9097
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4831
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
0.7869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9886
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9783
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
193.4443
UserCPU time millis
59.8
UserCPU time millis testing
0.23
UserCPU time millis training
59.57