Run
7941291

Run 7941291

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.278460551971698
mlr.classif.xgboost(7)_gamma0.294049064887657
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight3.0476805160344
mlr.classif.xgboost(7)_subsample0.209887202153914
mlr.classif.xgboost(7)_colsample_bytree0.305576846189797
mlr.classif.xgboost(7)_colsample_bylevel0.708901263773441
mlr.classif.xgboost(7)_lambda108.008848190553
mlr.classif.xgboost(7)_alpha2.59341868322893
mlr.classif.xgboost(7)_nrounds840
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
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27326.9507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2068
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
0.8665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4232
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3083
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6238
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.2503
UserCPU time millis
536.89
UserCPU time millis testing
0.57
UserCPU time millis training
536.32