Run
509271

Run 509271

Task 40 (Supervised Classification) glass 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
0.7517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.645
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117.9821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0988
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9688
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
70.17
UserCPU time millis testing
0.322
UserCPU time millis training
69.848