Run
7938761

Run 7938761

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0475121272081172
mlr.classif.xgboost(7)_gamma7.84394722151421
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight20.89763849905
mlr.classif.xgboost(7)_subsample0.410188430175185
mlr.classif.xgboost(7)_colsample_bytree0.425825782120228
mlr.classif.xgboost(7)_colsample_bylevel0.311705843172967
mlr.classif.xgboost(7)_lambda0.00261081487305267
mlr.classif.xgboost(7)_alpha44.87981754085
mlr.classif.xgboost(7)_nrounds2434
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
0.8958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21035.0624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2775
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
0.8174
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8175
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.568
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7275
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.3028
UserCPU time millis
725.22
UserCPU time millis testing
0.38
UserCPU time millis training
724.84