Run
7891648

Run 7891648

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)_eta0.0285548891367385
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight37.0453529209535
mlr.classif.xgboost(9)_subsample0.175269672577269
mlr.classif.xgboost(9)_colsample_bytree0.357954724458978
mlr.classif.xgboost(9)_colsample_bylevel0.844194805249572
mlr.classif.xgboost(9)_lambda31.1842576839599
mlr.classif.xgboost(9)_alpha0.0409172445591145
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds535
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
0.9012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21612.9607
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2712
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
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7173
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.5612
UserCPU time millis
471.554
UserCPU time millis testing
7.939
UserCPU time millis training
463.615