Run
7944555

Run 7944555

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)_eta0.0155858586487495
mlr.classif.xgboost(7)_gamma0.0525587645270788
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight46.7607305233316
mlr.classif.xgboost(7)_subsample0.151407554093748
mlr.classif.xgboost(7)_colsample_bytree0.87265309933573
mlr.classif.xgboost(7)_colsample_bylevel0.553490068390965
mlr.classif.xgboost(7)_lambda0.142422998864823
mlr.classif.xgboost(7)_alpha8.92460227673989
mlr.classif.xgboost(7)_nrounds4611
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
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8487
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25335.5773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2289
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
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.328
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6636
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
193.2192
UserCPU time millis
2769.71
UserCPU time millis testing
3.02
UserCPU time millis training
2766.69