Run
7898007

Run 7898007

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)_eta0.00244282312757087
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight72.2047934582727
mlr.classif.xgboost(9)_subsample0.788720412529074
mlr.classif.xgboost(9)_colsample_bytree0.276113624451682
mlr.classif.xgboost(9)_colsample_bylevel0.918543712934479
mlr.classif.xgboost(9)_lambda0.0026330967985824
mlr.classif.xgboost(9)_alpha585.164678039654
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3427
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
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11907.4517
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3799
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
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7671
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7671
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8372
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.4928
UserCPU time millis
2182.424
UserCPU time millis testing
32.271
UserCPU time millis training
2150.153