Run
7947973

Run 7947973

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)_eta0.464162413751991
mlr.classif.xgboost(7)_gamma231.758892342837
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight12.5974868601054
mlr.classif.xgboost(7)_subsample0.256052600638941
mlr.classif.xgboost(7)_colsample_bytree0.675953686982393
mlr.classif.xgboost(7)_colsample_bylevel0.427883283980191
mlr.classif.xgboost(7)_lambda0.00684010710590082
mlr.classif.xgboost(7)_alpha6.68917332367729
mlr.classif.xgboost(7)_nrounds1583
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
0.8546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5373
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16126.8365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3326
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
0.7842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7948
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
208.1652
UserCPU time millis
1044.33
UserCPU time millis testing
0.33
UserCPU time millis training
1044