Run
507868

Run 507868

Task 3818 (Supervised Classification) tae 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
0.654
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3183
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.0952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.298
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1489
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.815
UserCPU time millis testing
0.369
UserCPU time millis training
9.446