Run
7947151

Run 7947151

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)_eta0.798013430570122
mlr.classif.xgboost(7)_gamma0.283486427047822
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight26.8394356750592
mlr.classif.xgboost(7)_subsample0.53217197295744
mlr.classif.xgboost(7)_colsample_bytree0.982768831960857
mlr.classif.xgboost(7)_colsample_bylevel0.484965128451586
mlr.classif.xgboost(7)_lambda0.0243542991755502
mlr.classif.xgboost(7)_alpha1.42723184192743
mlr.classif.xgboost(7)_nrounds3596
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
0.9241
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25654.1204
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2243
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
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8501
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.459
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3288
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6652
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.7783
UserCPU time millis
676.57
UserCPU time millis testing
0.56
UserCPU time millis training
676.01