Run
6354508

Run 6354508

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.105015991957973
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight43.1914874748745
mlr.classif.xgboost(9)_subsample0.901516245095991
mlr.classif.xgboost(9)_colsample_bytree0.807528182398528
mlr.classif.xgboost(9)_colsample_bylevel0.349393400596455
mlr.classif.xgboost(9)_lambda0.016883334098093
mlr.classif.xgboost(9)_alpha0.0728858583077313
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2243
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
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34496.4258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1249
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
0.9206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9207
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4916
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.2463
UserCPU time millis
4341.873
UserCPU time millis testing
69.204
UserCPU time millis training
4272.669