Run
7941713

Run 7941713

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)_eta0.921919649984471
mlr.classif.xgboost(7)_gamma209.219770029047
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.14833452936832
mlr.classif.xgboost(7)_subsample0.712545562931336
mlr.classif.xgboost(7)_colsample_bytree0.830804876238108
mlr.classif.xgboost(7)_colsample_bylevel0.366616698540747
mlr.classif.xgboost(7)_lambda19.1467298803156
mlr.classif.xgboost(7)_alpha0.00225077363361433
mlr.classif.xgboost(7)_nrounds3231
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
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20889.5987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2774
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
0.8058
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5678
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7465
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.2097
UserCPU time millis
2878.68
UserCPU time millis testing
0.64
UserCPU time millis training
2878.04