Run
7945211

Run 7945211

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.398871550969497
mlr.classif.xgboost(7)_gamma37.0307758908895
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight1.24530324168317
mlr.classif.xgboost(7)_subsample0.594813359994441
mlr.classif.xgboost(7)_colsample_bytree0.492537360265851
mlr.classif.xgboost(7)_colsample_bylevel0.990425620414317
mlr.classif.xgboost(7)_lambda0.00223462019845692
mlr.classif.xgboost(7)_alpha0.024297897832196
mlr.classif.xgboost(7)_nrounds2272
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
0.8883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20363.5458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.284
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
0.8106
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5812
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7406
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.5038
UserCPU time millis
376.92
UserCPU time millis testing
0.28
UserCPU time millis training
376.64