Run
518614

Run 518614

Task 9952 (Supervised Classification) phoneme Uploaded 30-01-2016 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
0.8048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5971
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3007.1508
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1706
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9071
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.413
UserCPU time millis testing
0.158
UserCPU time millis training
4.255