Run
7942743

Run 7942743

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.385440809461464
mlr.classif.xgboost(7)_gamma0.680248951851137
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.0507653873042
mlr.classif.xgboost(7)_subsample0.119851424335502
mlr.classif.xgboost(7)_colsample_bytree0.307531773112714
mlr.classif.xgboost(7)_colsample_bylevel0.3139842659235
mlr.classif.xgboost(7)_lambda0.168817490127047
mlr.classif.xgboost(7)_alpha0.0585933102012142
mlr.classif.xgboost(7)_nrounds3914
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
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32281.6126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1403
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
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.691
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.4174
UserCPU time millis
2140.88
UserCPU time millis testing
2.91
UserCPU time millis training
2137.97