Run
6382977

Run 6382977

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.00263283318033244
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight2.68384737045549
mlr.classif.xgboost(9)_subsample0.382747630681843
mlr.classif.xgboost(9)_colsample_bytree0.505803900072351
mlr.classif.xgboost(9)_colsample_bylevel0.487172682536766
mlr.classif.xgboost(9)_lambda0.00230245241629838
mlr.classif.xgboost(9)_alpha0.218906700538273
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1094
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
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18913.1379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3057
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
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8275
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8275
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7266
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.3955
UserCPU time millis
1555.986
UserCPU time millis testing
30.227
UserCPU time millis training
1525.759