Run
7851531

Run 7851531

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00427858207326552
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight21.4292485411226
mlr.classif.xgboost(9)_subsample0.797777159698308
mlr.classif.xgboost(9)_colsample_bytree0.342045311117545
mlr.classif.xgboost(9)_colsample_bylevel0.691238158149645
mlr.classif.xgboost(9)_lambda0.0804097833299139
mlr.classif.xgboost(9)_alpha4.538267488374
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds998
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18670.8277
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3091
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
0.8339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8327
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3606
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7295
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.9562
UserCPU time millis
1485.531
UserCPU time millis testing
26.322
UserCPU time millis training
1459.209