Run
7947925

Run 7947925

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)_eta0.162394872372029
mlr.classif.xgboost(7)_gamma1.17053516928818
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight2.59451129753615
mlr.classif.xgboost(7)_subsample0.60198134041857
mlr.classif.xgboost(7)_colsample_bytree0.458427724428475
mlr.classif.xgboost(7)_colsample_bylevel0.443515038304031
mlr.classif.xgboost(7)_lambda72.3464380723432
mlr.classif.xgboost(7)_alpha0.0121903332383982
mlr.classif.xgboost(7)_nrounds3072
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
0.9713
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9113
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32806.8778
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1451
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
0.9113
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9114
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9114
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5177
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.67
UserCPU time millis
2342.95
UserCPU time millis testing
3.98
UserCPU time millis training
2338.97