Run
7947981

Run 7947981

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)_eta0.0951794605621523
mlr.classif.xgboost(7)_gamma0.136914713403122
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight61.0468823396973
mlr.classif.xgboost(7)_subsample0.745411439868622
mlr.classif.xgboost(7)_colsample_bytree0.698508960194886
mlr.classif.xgboost(7)_colsample_bylevel0.832350356131792
mlr.classif.xgboost(7)_lambda34.0402999742116
mlr.classif.xgboost(7)_alpha1.37221354531209
mlr.classif.xgboost(7)_nrounds4680
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
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34309.385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1274
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
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9199
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9199
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2431
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4918
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
238.1471
UserCPU time millis
3813.03
UserCPU time millis testing
5.01
UserCPU time millis training
3808.02