Run
7945239

Run 7945239

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)_eta0.219164782075252
mlr.classif.xgboost(7)_gamma0.283095657954323
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight1.48321575667275
mlr.classif.xgboost(7)_subsample0.768291873205453
mlr.classif.xgboost(7)_colsample_bytree0.369397772476077
mlr.classif.xgboost(7)_colsample_bylevel0.575320597924292
mlr.classif.xgboost(7)_lambda35.6423016757001
mlr.classif.xgboost(7)_alpha0.167264426064497
mlr.classif.xgboost(7)_nrounds837
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
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26565.9324
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2153
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
0.8613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4406
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6363
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.6299
UserCPU time millis
330.59
UserCPU time millis testing
0.44
UserCPU time millis training
330.15