Run
7947915

Run 7947915

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)_eta0.0221837561674642
mlr.classif.xgboost(7)_gamma588.242074070281
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight21.3399260819849
mlr.classif.xgboost(7)_subsample0.417936139693484
mlr.classif.xgboost(7)_colsample_bytree0.667775410786271
mlr.classif.xgboost(7)_colsample_bylevel0.237376686185598
mlr.classif.xgboost(7)_lambda0.0146115245154207
mlr.classif.xgboost(7)_alpha351.458358761216
mlr.classif.xgboost(7)_nrounds4175
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
0.8141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7491
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7807.3436
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4231
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
0.7662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8893
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.9008
UserCPU time millis
929.09
UserCPU time millis testing
0.42
UserCPU time millis training
928.67