Run
7947851

Run 7947851

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)_eta0.00254922211026965
mlr.classif.xgboost(7)_gamma2.87250047315029
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight39.6285025448293
mlr.classif.xgboost(7)_subsample0.617953209253028
mlr.classif.xgboost(7)_colsample_bytree0.275560689717531
mlr.classif.xgboost(7)_colsample_bylevel0.621289916336536
mlr.classif.xgboost(7)_lambda1.3175366250167
mlr.classif.xgboost(7)_alpha259.990409158751
mlr.classif.xgboost(7)_nrounds4221
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
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12244.1791
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.376
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
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8325
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
240.0192
UserCPU time millis
956.7
UserCPU time millis testing
1.04
UserCPU time millis training
955.66