Run
7851256

Run 7851256

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)_eta0.0246061018783498
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight15.4009219553823
mlr.classif.xgboost(9)_subsample0.112369993841276
mlr.classif.xgboost(9)_colsample_bytree0.720671557588503
mlr.classif.xgboost(9)_colsample_bylevel0.349896647734568
mlr.classif.xgboost(9)_lambda35.9405148591727
mlr.classif.xgboost(9)_alpha0.0319138213323087
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1435
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
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6592
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23350.7728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2512
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
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8348
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.514
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6953
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.8468
UserCPU time millis
1169.634
UserCPU time millis testing
24.576
UserCPU time millis training
1145.058