Run
7947809

Run 7947809

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)_eta0.0163843740432163
mlr.classif.xgboost(7)_gamma0.237153300466069
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight88.5144279685098
mlr.classif.xgboost(7)_subsample0.227205354673788
mlr.classif.xgboost(7)_colsample_bytree0.882043209113181
mlr.classif.xgboost(7)_colsample_bylevel0.81751051992178
mlr.classif.xgboost(7)_lambda16.6132325496586
mlr.classif.xgboost(7)_alpha0.034931751959875
mlr.classif.xgboost(7)_nrounds4145
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
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25867.954
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.223
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
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8529
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8529
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6537
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.2899
UserCPU time millis
2585.02
UserCPU time millis testing
2.93
UserCPU time millis training
2582.09