Run
7868762

Run 7868762

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)_eta0.0266805613183373
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight1.78851842339532
mlr.classif.xgboost(9)_subsample0.733103153388947
mlr.classif.xgboost(9)_colsample_bytree0.963394091464579
mlr.classif.xgboost(9)_colsample_bylevel0.613197630271316
mlr.classif.xgboost(9)_lambda18.6824377484181
mlr.classif.xgboost(9)_alpha20.1187899079456
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4771
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24849.8909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2344
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
0.8491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3297
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6669
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.5542
UserCPU time millis
3866.07
UserCPU time millis testing
47.672
UserCPU time millis training
3818.398