Run
7944481

Run 7944481

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00106080755045308
mlr.classif.xgboost(7)_gamma0.158163659364705
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight17.6848731721555
mlr.classif.xgboost(7)_subsample0.987964954343624
mlr.classif.xgboost(7)_colsample_bytree0.289390357397497
mlr.classif.xgboost(7)_colsample_bylevel0.674407582730055
mlr.classif.xgboost(7)_lambda10.3864163634638
mlr.classif.xgboost(7)_alpha0.00597078581567786
mlr.classif.xgboost(7)_nrounds129
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
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
203.8037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4864
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
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9954
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4867
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9846
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.1127
UserCPU time millis
96.56
UserCPU time millis testing
0.34
UserCPU time millis training
96.22