Run
7945281

Run 7945281

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.723137912576816
mlr.classif.xgboost(7)_gamma0.0576201308518663
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.30855139938253
mlr.classif.xgboost(7)_subsample0.18619901528582
mlr.classif.xgboost(7)_colsample_bytree0.215942503884435
mlr.classif.xgboost(7)_colsample_bylevel0.375685800984502
mlr.classif.xgboost(7)_lambda0.702067967412218
mlr.classif.xgboost(7)_alpha0.00226295446667238
mlr.classif.xgboost(7)_nrounds2155
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
0.9231
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31552.9477
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1476
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
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3021
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7208
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.3114
UserCPU time millis
816.42
UserCPU time millis testing
1.02
UserCPU time millis training
815.4