Run
7942794

Run 7942794

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.135039178720198
mlr.classif.xgboost(7)_gamma0.0162135689549249
mlr.classif.xgboost(7)_min_child_weight51.3658656644095
mlr.classif.xgboost(7)_subsample0.690797669510357
mlr.classif.xgboost(7)_colsample_bytree0.410662897676229
mlr.classif.xgboost(7)_colsample_bylevel0.560037508793175
mlr.classif.xgboost(7)_lambda0.00456745960463149
mlr.classif.xgboost(7)_alpha0.0073885890920808
mlr.classif.xgboost(7)_nrounds1299
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
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7651
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29498.2746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1823
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
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2891
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5849
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.6769
UserCPU time millis
684.56
UserCPU time millis testing
0.79
UserCPU time millis training
683.77