Uses of Class
edu.uky.ai.ml.nn.Database

Packages that use Database

Package	Description
edu.uky.ai.ml	Contains an example exercise in which a neural network is trained to recognize images of capital letters.
edu.uky.ai.ml.nn	Contains classes for representing simple feed-forward neural networks whose neurons use the sigmoid activation function.

Uses of Database in edu.uky.ai.ml

Subclasses of Database in edu.uky.ai.ml

Modifier and Type	Class	Description
class	AlphabetDatabase	A training database of 5x7 pixel images of capital letters.

Constructors in edu.uky.ai.ml with parameters of type Database

Constructor	Description
AlphabetFrame(Database database, NeuralNetwork network)	Constructs a displays a GUI for interacting with a neural network trained to recognize capital letters.

Uses of Database in edu.uky.ai.ml.nn

Methods in edu.uky.ai.ml.nn with parameters of type Database

Modifier and Type	Method	Description
java.lang.String	NeuralNetwork.classify(Database database, double[] input)	Given a database of examples and a set of values for the input neurons, this method calculates the output of the network and returns the class label of the training example whose output is most similar to the network's output.
double	NeuralNetwork.getAccuracy(Database database)	Quantifies how will this network performs on a given database of training examples.
double	NeuralNetwork.getError(Database database)	Returns the total error of the network for a given training database.