BackPropagation-model-QSAR-fish-toxicity

BackPropagation model for QSAR fish toxicity dataset

About The Project

This project aims to create a best machine learning model using java Neuroph library for QSAR fish toxicty data. It can be train and test backpropagation model according to the options in the start menu.

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Built With

• openjdk-8 or higher

click the link to go neuroph download page

Getting Started

This is an example of how you may give instructions on setting up your project locally. To get a local copy up and running follow these simple example steps.

Prerequisites

It's required to import neuroph jar files

• logback-classic.jar
• logback-core.jar
• neuroph-core.jar
• slf4j-api.jar
• visrec-api.jar

Installation

It can be used on whatever Java IDE. Just import the project, build and run!

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Usage

In start menu:

1. training model
2.  testing model
3.  tesiting with single data
4. exit
input:

1st case is training with input parameters getting from user, 2nd case is testing the model and getting the error rate, and 3th case is getting an output generated by model.

License

Distributed under the GPL-3 License. See LICENSE for more information.

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Contact

@noaahhh - @noah_the_turk

Project Link: https://github.com/noaahhh/BackPropagation-model-QSAR-fish-toxicity

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Acknowledgments

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