Run
7946113

Run 7946113

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.00246638503083314
mlr.classif.xgboost(7)_gamma0.33159154558977
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight58.8300941988004
mlr.classif.xgboost(7)_subsample0.701780841010623
mlr.classif.xgboost(7)_colsample_bytree0.915420228987932
mlr.classif.xgboost(7)_colsample_bylevel0.814970684237778
mlr.classif.xgboost(7)_lambda0.027534657655739
mlr.classif.xgboost(7)_alpha1.69887761809243
mlr.classif.xgboost(7)_nrounds2438
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
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25845.7915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2247
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
0.8599
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8602
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8602
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6416
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
203.7237
UserCPU time millis
3382.55
UserCPU time millis testing
5.47
UserCPU time millis training
3377.08