Run
7916408

Run 7916408

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)_eta0.0168833807455717
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight6.56799317822016
mlr.classif.xgboost(9)_subsample0.620295845787041
mlr.classif.xgboost(9)_colsample_bytree0.154740478377789
mlr.classif.xgboost(9)_colsample_bylevel0.686913242796436
mlr.classif.xgboost(9)_lambda1.42830247230528
mlr.classif.xgboost(9)_alpha9.02513803017235
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3622
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
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8107
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20252.1768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2858
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
0.8132
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8127
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8127
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3647
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7378
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.2263
UserCPU time millis
2070.572
UserCPU time millis testing
34.773
UserCPU time millis training
2035.799