OpenML
6361141

Run 6361141

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)_eta0.00551084815783312
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight9.80775612933172
mlr.classif.xgboost(9)_subsample0.574226173665375
mlr.classif.xgboost(9)_colsample_bytree0.862938787555322
mlr.classif.xgboost(9)_colsample_bylevel0.0929785443004221
mlr.classif.xgboost(9)_lambda0.00956421144578733
mlr.classif.xgboost(9)_alpha17.9352370545031
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2230
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
0.8871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6029
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18967.3146
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3019
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
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3698
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7481
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.674
UserCPU time millis
1824.18
UserCPU time millis testing
34.225
UserCPU time millis training
1789.955