Run
7947891

Run 7947891

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0093485717492365
mlr.classif.xgboost(7)_gamma887.096847130454
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.08671609040391
mlr.classif.xgboost(7)_subsample0.595290264091454
mlr.classif.xgboost(7)_colsample_bytree0.60696134660393
mlr.classif.xgboost(7)_colsample_bylevel0.69299803674221
mlr.classif.xgboost(7)_lambda0.288771691946236
mlr.classif.xgboost(7)_alpha354.242924224205
mlr.classif.xgboost(7)_nrounds2118
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
0.8159
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7495
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8344.6376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4178
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
0.7672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8824
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.6054
UserCPU time millis
1217.1
UserCPU time millis testing
0.3
UserCPU time millis training
1216.8