Run
7947133

Run 7947133

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0287151001029917
mlr.classif.xgboost(7)_gamma65.1991807929204
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight117.654764876338
mlr.classif.xgboost(7)_subsample0.752939287247136
mlr.classif.xgboost(7)_colsample_bytree0.575203732773662
mlr.classif.xgboost(7)_colsample_bylevel0.943326198123396
mlr.classif.xgboost(7)_lambda0.029161009118981
mlr.classif.xgboost(7)_alpha235.370580400316
mlr.classif.xgboost(7)_nrounds2013
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
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7904
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17329.2705
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3208
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
0.7961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.794
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.794
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7701
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.0797
UserCPU time millis
1146.77
UserCPU time millis testing
0.41
UserCPU time millis training
1146.36