Run
7947900

Run 7947900

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)_eta0.0111028744274132
mlr.classif.xgboost(7)_gamma408.683671235924
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight16.816938394748
mlr.classif.xgboost(7)_subsample0.410029819002375
mlr.classif.xgboost(7)_colsample_bytree0.327699428983033
mlr.classif.xgboost(7)_colsample_bylevel0.934819190204144
mlr.classif.xgboost(7)_lambda0.0434204322891209
mlr.classif.xgboost(7)_alpha16.0652214336704
mlr.classif.xgboost(7)_nrounds1905
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
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12190.8958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3767
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
0.7721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8408
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
230.6324
UserCPU time millis
454.05
UserCPU time millis testing
0.2
UserCPU time millis training
453.85