Run
510959

Run 510959

Task 9947 (Supervised Classification) heart-long-beach Uploaded 27-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.5134
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2541
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.7857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.298
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.255
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.255
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9691
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3929
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.276
UserCPU time millis testing
0.452
UserCPU time millis training
14.824