Run
512241

Run 512241

Task 9991 (Supervised Classification) wholesale-customers Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(4)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(4)_nrounds1
classif.xgboost(4)_seed1
classif.xgboost(4)_kindMersenne-Twister
classif.xgboost(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5108
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0735
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-338.2621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.553
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2958
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.047
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1341
Cross-validation details (10-fold Crossvalidation)
Recall
0.1705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.937
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.882
UserCPU time millis testing
0.407
UserCPU time millis training
17.475