Run
7947803

Run 7947803

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00271876007280002
mlr.classif.xgboost(7)_gamma0.027369373074958
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight5.99146641050039
mlr.classif.xgboost(7)_subsample0.889204264082946
mlr.classif.xgboost(7)_colsample_bytree0.317231200262904
mlr.classif.xgboost(7)_colsample_bylevel0.525689081288874
mlr.classif.xgboost(7)_lambda0.00164989648002665
mlr.classif.xgboost(7)_alpha228.143768811554
mlr.classif.xgboost(7)_nrounds1093
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
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5123
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10998.2905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3901
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
0.7804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8409
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.1571
UserCPU time millis
505.63
UserCPU time millis testing
0.45
UserCPU time millis training
505.18