Run
7866570

Run 7866570

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)_eta0.0473836513150078
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight2.13762223305195
mlr.classif.xgboost(9)_subsample0.980620537372306
mlr.classif.xgboost(9)_colsample_bytree0.359186835587025
mlr.classif.xgboost(9)_colsample_bylevel0.697850299766287
mlr.classif.xgboost(9)_lambda343.037604102366
mlr.classif.xgboost(9)_alpha1.97524067544483
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4757
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
0.9655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31043.438
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1659
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
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5469
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.2903
UserCPU time millis
8338.044
UserCPU time millis testing
179.104
UserCPU time millis training
8158.94