We compare the maximum likelihood, Mahalonobis distance, minimum distance, spectral angle mapper, and a hybrid ANN classifier for real hyperspectral AVIRIS data, using the full spectral resolution to map 23 cover types and using a small training set.
Parameter estimation could be automated using a small training set.
Using a small training and evaluation set of indoor/outdoor scenes, performance improvement is demonstrated w.r.t.
This model is designed to give accurate and precise predictions when using a small training set size compared to the number of possibly correlated predictors.
In our HCM model, we used the generic PolyPhen classifier, rather than the disease-specific PolyPhen HCM [ 12], because the PolyPhen HCM predictor was optimised using a small training data set that is incorporated into our HCM training data.
At some, you get a little extra treat: Rémy Martin uses a small train to take visitors around the grounds; the Hennessy tour includes a quick boat trip across the Charente River from the company's warehouse to its exhibition center; and Courvoisier has a museum with many Napoleonic items.
The leave-nine-out procedure uses a small training set that is highly sensitive to the choice of probe for training.
We designed and implemented a method that fits an inverse power law model to points of a given learning curve created using a small annotated training set.
With those approaches, a mapping function is trained in advance using a small amount of training data consisting of utterance pairs consisting of source and target voices.
The Bayesian training framework [26], on the other hand, is suitable to learn model parameters using a small number of training sequences.
