Defining the most probable location of the parahippocampal place area using cortex-based alignment and cross-validation.
Kevin S. WeinerMichael A. BarnettNathan WitthoftGolijeh GolaraiAnthony StiglianiKendrick N. KayJesse GomezVaidehi S. NatuKatrin AmuntsKarl ZillesKalanit Grill-SpectorPublished in: NeuroImage (2018)
Keyphrases
- cross validation
- model selection
- variable selection
- support vector
- hyperparameters
- cross validated
- generalization error
- regression problems
- training set
- leave one out cross validation
- human brain
- error estimates
- information criterion
- regularization parameter
- nearest neighbor
- sample size
- binary classifiers
- probability distribution
- decision trees
- genetic algorithm
- nearest neighbor classifiers
- grid search
- neural network