Run
513458

Run 513458

Task 3018 (Supervised Classification) flags 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
0.7597
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5917
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.5728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0979
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6082
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.6082
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9899
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.966
UserCPU time millis testing
0.544
UserCPU time millis training
21.422