Run
6380854

Run 6380854

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)_eta0.186633742659701
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight17.1856801285352
mlr.classif.xgboost(9)_subsample0.329900262178853
mlr.classif.xgboost(9)_colsample_bytree0.901312164030969
mlr.classif.xgboost(9)_colsample_bylevel0.555733953835443
mlr.classif.xgboost(9)_lambda0.0166988682644138
mlr.classif.xgboost(9)_alpha534.949891071219
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2495
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
0.8292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12048.2549
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3794
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
0.7732
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.84
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.7156
UserCPU time millis
1247.564
UserCPU time millis testing
10.328
UserCPU time millis training
1237.236