Run
7941787

Run 7941787

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0363953631719289
mlr.classif.xgboost(7)_gamma468.503646729381
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight2.81773307344767
mlr.classif.xgboost(7)_subsample0.831478625000454
mlr.classif.xgboost(7)_colsample_bytree0.589367620460689
mlr.classif.xgboost(7)_colsample_bylevel0.903429022245109
mlr.classif.xgboost(7)_lambda0.0256571927321144
mlr.classif.xgboost(7)_alpha0.0286273172889529
mlr.classif.xgboost(7)_nrounds1566
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
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7534
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13160.7953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3653
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
0.7719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4117
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8329
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.2898
UserCPU time millis
299.05
UserCPU time millis testing
0.21
UserCPU time millis training
298.84