OpenML
7937643

Run 7937643

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 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)_eta0.00539472488480232
mlr.classif.xgboost(7)_gamma0.865991640605171
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight3.78506724423676
mlr.classif.xgboost(7)_subsample0.701137463725172
mlr.classif.xgboost(7)_colsample_bytree0.742758795246482
mlr.classif.xgboost(7)_colsample_bylevel0.736485166102648
mlr.classif.xgboost(7)_lambda235.426666585733
mlr.classif.xgboost(7)_alpha0.138753750782646
mlr.classif.xgboost(7)_nrounds1430
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
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8428
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6773
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23385.5458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2534
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
0.8431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8434
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8434
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3352
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6782
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.8883
UserCPU time millis
1823.33
UserCPU time millis testing
2.92
UserCPU time millis training
1820.41