Run
7942793

Run 7942793

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.733335365683077
mlr.classif.xgboost(7)_gamma0.497881512388896
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight35.0095640943483
mlr.classif.xgboost(7)_subsample0.289951965399087
mlr.classif.xgboost(7)_colsample_bytree0.342292365990579
mlr.classif.xgboost(7)_colsample_bylevel0.554029083065689
mlr.classif.xgboost(7)_lambda10.7268407554045
mlr.classif.xgboost(7)_alpha0.00556619104363822
mlr.classif.xgboost(7)_nrounds4193
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
0.9154
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24624.0713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2355
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
0.8398
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8402
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6846
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
204.0624
UserCPU time millis
689.2
UserCPU time millis testing
0.58
UserCPU time millis training
688.62