Run
7941206

Run 7941206

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)_eta0.0417482125112591
mlr.classif.xgboost(7)_gamma88.0448530802933
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight11.3666604283892
mlr.classif.xgboost(7)_subsample0.92243823481258
mlr.classif.xgboost(7)_colsample_bytree0.654090337269008
mlr.classif.xgboost(7)_colsample_bylevel0.838427593559027
mlr.classif.xgboost(7)_lambda0.0130017908045074
mlr.classif.xgboost(7)_alpha0.00100911733921945
mlr.classif.xgboost(7)_nrounds3450
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
0.9042
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21270.0458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2752
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
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5631
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.717
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
168.2419
UserCPU time millis
1386.33
UserCPU time millis testing
0.43
UserCPU time millis training
1385.9