Run
7941223

Run 7941223

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)_eta0.147638207843087
mlr.classif.xgboost(7)_gamma0.00375583787511947
mlr.classif.xgboost(7)_min_child_weight4.38707855436381
mlr.classif.xgboost(7)_subsample0.885130973043852
mlr.classif.xgboost(7)_colsample_bytree0.465737164020538
mlr.classif.xgboost(7)_colsample_bylevel0.222793440893292
mlr.classif.xgboost(7)_lambda0.165023977125212
mlr.classif.xgboost(7)_alpha0.22466012069992
mlr.classif.xgboost(7)_nrounds1520
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
0.9578
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29812.6349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.179
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
0.8884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3664
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2845
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5757
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.4988
UserCPU time millis
567.25
UserCPU time millis testing
0.67
UserCPU time millis training
566.58