Run
508956

Run 508956

Task 9962 (Supervised Classification) seeds 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
0.9321
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9098
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8643
Cross-validation details (10-fold Crossvalidation)
KB relative information score
183.9877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0603
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9095
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1357
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.521
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
37.839
UserCPU time millis testing
0.459
UserCPU time millis training
37.38