Run
7941165

Run 7941165

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.17024480723885
mlr.classif.xgboost(7)_gamma11.0459473167836
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight25.9907785096813
mlr.classif.xgboost(7)_subsample0.217748405993916
mlr.classif.xgboost(7)_colsample_bytree0.855847856216133
mlr.classif.xgboost(7)_colsample_bylevel0.41862265188247
mlr.classif.xgboost(7)_lambda15.061228871279
mlr.classif.xgboost(7)_alpha30.7534462318628
mlr.classif.xgboost(7)_nrounds2230
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
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6301
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21674.6244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2704
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
0.8204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3566
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7215
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.5477
UserCPU time millis
1176.92
UserCPU time millis testing
0.37
UserCPU time millis training
1176.55