Run
7940872

Run 7940872

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0173382904677695
mlr.classif.xgboost(7)_gamma399.700293063104
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight40.3493649308266
mlr.classif.xgboost(7)_subsample0.514797108690254
mlr.classif.xgboost(7)_colsample_bytree0.805906381644309
mlr.classif.xgboost(7)_colsample_bylevel0.455451825074852
mlr.classif.xgboost(7)_lambda0.00157035117839749
mlr.classif.xgboost(7)_alpha0.027256621312769
mlr.classif.xgboost(7)_nrounds2123
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
0.8656
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14580.6346
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3508
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
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3972
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8037
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
195.2154
UserCPU time millis
1485.88
UserCPU time millis testing
0.38
UserCPU time millis training
1485.5