Run
7941210

Run 7941210

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.323145190333791
mlr.classif.xgboost(7)_gamma233.410692777862
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.82405046819234
mlr.classif.xgboost(7)_subsample0.549507538462058
mlr.classif.xgboost(7)_colsample_bytree0.281544073112309
mlr.classif.xgboost(7)_colsample_bylevel0.726642601937056
mlr.classif.xgboost(7)_lambda354.924862158232
mlr.classif.xgboost(7)_alpha3.18714325658085
mlr.classif.xgboost(7)_nrounds864
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
0.8614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16218.8214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3318
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
0.7837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3904
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7898
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
207.7955
UserCPU time millis
496.26
UserCPU time millis testing
0.31
UserCPU time millis training
495.95