Run
7945287

Run 7945287

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00198522202969499
mlr.classif.xgboost(7)_gamma0.0405568649491929
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight2.84863286874862
mlr.classif.xgboost(7)_subsample0.928876902698539
mlr.classif.xgboost(7)_colsample_bytree0.634308528713882
mlr.classif.xgboost(7)_colsample_bylevel0.92349372189492
mlr.classif.xgboost(7)_lambda0.0101445446195377
mlr.classif.xgboost(7)_alpha0.012782822675817
mlr.classif.xgboost(7)_nrounds681
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
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20374.7119
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2995
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
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6641
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
207.5846
UserCPU time millis
1493.14
UserCPU time millis testing
3.48
UserCPU time millis training
1489.66