Run
7946469

Run 7946469

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)_eta0.35620339226269
mlr.classif.xgboost(7)_gamma1.40027333141317
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight82.4377500658592
mlr.classif.xgboost(7)_subsample0.656862975447439
mlr.classif.xgboost(7)_colsample_bytree0.986274647526443
mlr.classif.xgboost(7)_colsample_bylevel0.209310778044164
mlr.classif.xgboost(7)_lambda2.15592316324995
mlr.classif.xgboost(7)_alpha0.660039868337556
mlr.classif.xgboost(7)_nrounds4174
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
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30141.6308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1744
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
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2867
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5799
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.485
UserCPU time millis
1371.92
UserCPU time millis testing
1.48
UserCPU time millis training
1370.44