Run
7908317

Run 7908317

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0222725059896799
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight2.23129740122932
mlr.classif.xgboost(9)_subsample0.307317007123493
mlr.classif.xgboost(9)_colsample_bytree0.645250105531886
mlr.classif.xgboost(9)_colsample_bylevel0.384562265593559
mlr.classif.xgboost(9)_lambda47.7304887710326
mlr.classif.xgboost(9)_alpha72.3044604852672
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3312
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.8964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6249
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21120.5749
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2768
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
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7263
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.778
UserCPU time millis
2137.391
UserCPU time millis testing
34.272
UserCPU time millis training
2103.119