Run
7944498

Run 7944498

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00399879865567856
mlr.classif.xgboost(7)_gamma8.08753545441379
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight73.0005850038443
mlr.classif.xgboost(7)_subsample0.588178792153485
mlr.classif.xgboost(7)_colsample_bytree0.849473761767149
mlr.classif.xgboost(7)_colsample_bylevel0.327153475396335
mlr.classif.xgboost(7)_lambda0.787649138686738
mlr.classif.xgboost(7)_alpha643.836194786775
mlr.classif.xgboost(7)_nrounds4577
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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5016
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12399.4513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3749
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
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7654
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7654
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7674
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4139
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8373
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.7087
UserCPU time millis
913.63
UserCPU time millis testing
0.61
UserCPU time millis training
913.02