Run
7944361

Run 7944361

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)_eta0.0187228460731316
mlr.classif.xgboost(7)_gamma0.00158029554682383
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight5.45845681412784
mlr.classif.xgboost(7)_subsample0.592448134231381
mlr.classif.xgboost(7)_colsample_bytree0.967652943357825
mlr.classif.xgboost(7)_colsample_bylevel0.420855809003115
mlr.classif.xgboost(7)_lambda0.0720712464020573
mlr.classif.xgboost(7)_alpha204.394296194295
mlr.classif.xgboost(7)_nrounds10
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
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1422.3746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4773
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
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9769
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9677
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.0873
UserCPU time millis
11.55
UserCPU time millis testing
0.16
UserCPU time millis training
11.39