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neurona-clasificador-binario's Introduction

neurona-clasificador-binario

Clasificador binario implementado mediante una sola neurona (con funcion de activación sigmoidea), y su propio algoritmo de aprendizaje de pesos.

Uso y contenidos

Mediante el método de la neurona train(tasaAprendizaje, inputX, inputY, expectedOutput), se van ajustando los pesos de este.

Se incluye el test testTraining que ejecuta un entrenamiento con 1,000,000 iteraciones, y luego se analiza la tasa de aciertos y de desaciertos para comprobar la efectividad del clasificador; mediante métricas objetivas.

Aparte se incluyen tests de compuertas logicas implementadas mediante neuronas, para probar el correcto comportamiento de estas.

Importar

Se puede importar el proyecto con Eclipse y ejecutar los test con JUnit 4.0.

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