Run
7946353

Run 7946353

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)_eta0.201845315996026
mlr.classif.xgboost(7)_gamma22.6789448526754
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.19410902851174
mlr.classif.xgboost(7)_subsample0.82255574290175
mlr.classif.xgboost(7)_colsample_bytree0.438411974161863
mlr.classif.xgboost(7)_colsample_bylevel0.350028001703322
mlr.classif.xgboost(7)_lambda0.0102836940361558
mlr.classif.xgboost(7)_alpha46.6405675058481
mlr.classif.xgboost(7)_nrounds2247
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
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23211.4514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2532
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
0.8338
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3435
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6949
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.6609
UserCPU time millis
1293.91
UserCPU time millis testing
0.38
UserCPU time millis training
1293.53