Run
6375181

Run 6375181

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)_eta0.0143618492885152
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight122.287397745478
mlr.classif.xgboost(9)_subsample0.973999999999069
mlr.classif.xgboost(9)_colsample_bytree0.645593541208655
mlr.classif.xgboost(9)_colsample_bylevel0.533530751010403
mlr.classif.xgboost(9)_lambda6.24187687010051
mlr.classif.xgboost(9)_alpha0.0186436834253192
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4943
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
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23533.9312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.249
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
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6912
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.5898
UserCPU time millis
3445.564
UserCPU time millis testing
50.525
UserCPU time millis training
3395.039