Run
6368482

Run 6368482

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.00168215740282441
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight121.156851890144
mlr.classif.xgboost(9)_subsample0.28588581176009
mlr.classif.xgboost(9)_colsample_bytree0.950690696015954
mlr.classif.xgboost(9)_colsample_bylevel0.82007751474157
mlr.classif.xgboost(9)_lambda0.002638899488351
mlr.classif.xgboost(9)_alpha0.00843570204318035
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2408
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
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21050.6213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2783
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
0.8182
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8188
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8188
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5695
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3587
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7257
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.3495
UserCPU time millis
4339.871
UserCPU time millis testing
47.304
UserCPU time millis training
4292.567