Run
7947982

Run 7947982

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)_eta0.00945715852265023
mlr.classif.xgboost(7)_gamma0.374592502794919
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight2.52809553280496
mlr.classif.xgboost(7)_subsample0.37286039700266
mlr.classif.xgboost(7)_colsample_bytree0.342118421010673
mlr.classif.xgboost(7)_colsample_bylevel0.35450734347105
mlr.classif.xgboost(7)_lambda0.00724723728891242
mlr.classif.xgboost(7)_alpha0.0504766039473748
mlr.classif.xgboost(7)_nrounds1708
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
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13534.5461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3606
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
0.7812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8227
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.7519
UserCPU time millis
283.55
UserCPU time millis testing
0.33
UserCPU time millis training
283.22