Run
7947871

Run 7947871

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00352435771541232
mlr.classif.xgboost(7)_gamma0.00387952132347713
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.10515539205591
mlr.classif.xgboost(7)_subsample0.691611208021641
mlr.classif.xgboost(7)_colsample_bytree0.35889718066901
mlr.classif.xgboost(7)_colsample_bylevel0.54772066436708
mlr.classif.xgboost(7)_lambda0.0728402197222428
mlr.classif.xgboost(7)_alpha39.885648722083
mlr.classif.xgboost(7)_nrounds2554
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
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8198
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6294
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20194.0149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.289
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
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8216
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5915
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7265
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
170.3839
UserCPU time millis
1803.87
UserCPU time millis testing
2.2
UserCPU time millis training
1801.67