Run
7944659

Run 7944659

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)_eta0.0064977431643781
mlr.classif.xgboost(7)_gamma862.816129468472
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.14702239054753
mlr.classif.xgboost(7)_subsample0.780993032478727
mlr.classif.xgboost(7)_colsample_bytree0.797816751152277
mlr.classif.xgboost(7)_colsample_bylevel0.60170709900558
mlr.classif.xgboost(7)_lambda524.294794241415
mlr.classif.xgboost(7)_alpha0.00585530046946246
mlr.classif.xgboost(7)_nrounds1944
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
0.8227
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7515
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4905
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10985.3276
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3905
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
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7992
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8531
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.3292
UserCPU time millis
1492.37
UserCPU time millis testing
0.41
UserCPU time millis training
1491.96