Run
7947988

Run 7947988

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)_eta0.00165382344737511
mlr.classif.xgboost(7)_gamma4.20629498922957
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight7.64110805871643
mlr.classif.xgboost(7)_subsample0.289172254572623
mlr.classif.xgboost(7)_colsample_bytree0.586611930839717
mlr.classif.xgboost(7)_colsample_bylevel0.344947510585189
mlr.classif.xgboost(7)_lambda94.0265265910927
mlr.classif.xgboost(7)_alpha0.0191955398432443
mlr.classif.xgboost(7)_nrounds2547
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
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16445.424
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3319
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
0.8046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8008
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8008
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3819
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7726
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
203.1417
UserCPU time millis
1599.71
UserCPU time millis testing
1.92
UserCPU time millis training
1597.79