Run
7853275

Run 7853275

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00782597219826479
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight4.66989647360301
mlr.classif.xgboost(9)_subsample0.927872398868203
mlr.classif.xgboost(9)_colsample_bytree0.90012730518356
mlr.classif.xgboost(9)_colsample_bylevel0.425792906899005
mlr.classif.xgboost(9)_lambda406.443301387546
mlr.classif.xgboost(9)_alpha807.628944378922
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3352
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14449.0216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3524
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
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8101
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.8561
UserCPU time millis
2777.259
UserCPU time millis testing
30.272
UserCPU time millis training
2746.987