https://github.com/reynaaaaaaaaaaa/java_algorithm_wrapper

Java framework for a classification algorithm
https://github.com/reynaaaaaaaaaaa/java_algorithm_wrapper

algorithms classification-algorithm demo java

Last synced: 4 days ago
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Java framework for a classification algorithm

• Host: GitHub
• URL: https://github.com/reynaaaaaaaaaaa/java_algorithm_wrapper
• Owner: Reynaaaaaaaaaaa
• Created: 2021-11-02T08:46:56.000Z (about 3 years ago)
• Default Branch: master
• Last Pushed: 2023-01-26T10:27:56.000Z (almost 2 years ago)
• Last Synced: 2024-09-02T18:10:55.552Z (3 months ago)
• Topics: algorithms, classification-algorithm, demo, java
• Language: Java
• Homepage:
• Size: 94.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Java wrapper - interact with an algorithm made available through Java

## Overview

Using Java to interact with a model and predict if the patient has a thyriod disease. Using a tree algorithm, a predicion will be made if the given person is healthy or sick. 

In order to run the program Java is required, preferably the latest version of Java.

The entire application is made with the JVM of 16. Anything higher is not recommended in order to prevent errors

The end result is a classification of the input instance, which is healthy or sick (examples below).

An instance and the matching data can be given via the commandline. The instance needs to have multiple arguments:

-t3 is the expression value of the T3 hormone

-t4 is the expression value of the TT4 hormone

-fti is the free TT4 index

-tsh which is the thyroid stimulating hormone

-a is the age of the instance

-r is the referral source for the instance

-o if the instance uses medication called thyroxine

-m3 is the measured t3, which is proven via the test

## Examples

### Healthy example:

`-t3 1 -t4 92 -fti 112 -tsh 0 -a 10 -r SVI -o f -m3 t`

### Sick example:

`-t3 1 -t4 92 -fti 112 -tsh 0 -a 10 -r SVI -o f -m3 f`