Run
7947112

Run 7947112

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0263691432710808
mlr.classif.xgboost(7)_gamma1.75588657719622
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight10.2517061233771
mlr.classif.xgboost(7)_subsample0.789029425219633
mlr.classif.xgboost(7)_colsample_bytree0.471364954486489
mlr.classif.xgboost(7)_colsample_bylevel0.742514950037003
mlr.classif.xgboost(7)_lambda0.0479360951171513
mlr.classif.xgboost(7)_alpha71.9919007685472
mlr.classif.xgboost(7)_nrounds112
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
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12840.6442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3693
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
0.7777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7558
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8252
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.131
UserCPU time millis
29.66
UserCPU time millis testing
0.13
UserCPU time millis training
29.53