Run
7946116

Run 7946116

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)_eta0.0147686999151624
mlr.classif.xgboost(7)_gamma147.829389417019
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight2.52515468659651
mlr.classif.xgboost(7)_subsample0.625802223291248
mlr.classif.xgboost(7)_colsample_bytree0.521695930883288
mlr.classif.xgboost(7)_colsample_bylevel0.259471676684916
mlr.classif.xgboost(7)_lambda0.125078425218489
mlr.classif.xgboost(7)_alpha0.408485723990422
mlr.classif.xgboost(7)_nrounds2076
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
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18026.4661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3121
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
0.8019
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.762
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
204.817
UserCPU time millis
932.7
UserCPU time millis testing
0.47
UserCPU time millis training
932.23