Run
7914744

Run 7914744

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)_eta0.0374117543450021
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight1.79933461034961
mlr.classif.xgboost(9)_subsample0.651090125925839
mlr.classif.xgboost(9)_colsample_bytree0.80143080255948
mlr.classif.xgboost(9)_colsample_bylevel0.450254035415128
mlr.classif.xgboost(9)_lambda36.6406981985483
mlr.classif.xgboost(9)_alpha0.174084330731549
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3241
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
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8502
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35452.2666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1142
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
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4681
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.158
UserCPU time millis
9152.095
UserCPU time millis testing
171.85
UserCPU time millis training
8980.245