OpenML
7946148

Run 7946148

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0124539661776657
mlr.classif.xgboost(7)_gamma19.9821545434196
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight17.109522729465
mlr.classif.xgboost(7)_subsample0.36576233045198
mlr.classif.xgboost(7)_colsample_bytree0.621461484208703
mlr.classif.xgboost(7)_colsample_bylevel0.573268675617874
mlr.classif.xgboost(7)_lambda0.0104522196368191
mlr.classif.xgboost(7)_alpha0.00227011313872652
mlr.classif.xgboost(7)_nrounds1540
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.69
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24471.3184
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.24
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
0.8491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6654
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
208.5363
UserCPU time millis
1304.92
UserCPU time millis testing
0.76
UserCPU time millis training
1304.16