Run
513387

Run 513387

Task 3806 (Supervised Classification) fri_c0_500_10 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
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8036
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
303.6322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.196
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.886
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.8
UserCPU time millis testing
0.476
UserCPU time millis training
22.324