Run
7944493

Run 7944493

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)_eta0.229462809865709
mlr.classif.xgboost(7)_gamma5.99216689279217
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight15.0172549483863
mlr.classif.xgboost(7)_subsample0.33870650024619
mlr.classif.xgboost(7)_colsample_bytree0.989989655278623
mlr.classif.xgboost(7)_colsample_bylevel0.646574750356376
mlr.classif.xgboost(7)_lambda6.38804351775109
mlr.classif.xgboost(7)_alpha1.79410238136524
mlr.classif.xgboost(7)_nrounds1025
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
0.9613
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8953
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30694.5173
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1692
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
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8953
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8953
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3462
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2773
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5609
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.8027
UserCPU time millis
1255.05
UserCPU time millis testing
0.52
UserCPU time millis training
1254.53