Run
510289

Run 510289

Task 3692 (Supervised Classification) disclosure_x_noise Uploaded 27-01-2016 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
0.486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18.0357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5136
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
662
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4864
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4864
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4333
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.314
UserCPU time millis testing
0.382
UserCPU time millis training
7.932