Run
7941208

Run 7941208

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0312549955451454
mlr.classif.xgboost(7)_gamma0.0150953814092145
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight50.1480009475618
mlr.classif.xgboost(7)_subsample0.848585130693391
mlr.classif.xgboost(7)_colsample_bytree0.558511053584516
mlr.classif.xgboost(7)_colsample_bylevel0.851275898143649
mlr.classif.xgboost(7)_lambda0.00221855603377626
mlr.classif.xgboost(7)_alpha0.709226310445996
mlr.classif.xgboost(7)_nrounds4678
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
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21788.4564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2679
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
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.823
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.823
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7234
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.6903
UserCPU time millis
912.78
UserCPU time millis testing
0.68
UserCPU time millis training
912.1