Run
509672

Run 509672

Task 9944 (Supervised Classification) user-knowledge 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
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.763
Cross-validation details (10-fold Crossvalidation)
KB relative information score
302.6052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0695
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8263
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.8263
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2636
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6879
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
51.235
UserCPU time millis testing
0.474
UserCPU time millis training
50.761