Way4ward17/ML_Breast_Cancer_Dataset_Using10KFolds

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Way4ward17/ML_Breast_Cancer_Dataset_Using10KFolds

Way4ward17

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This is a machine learning project. Using 10KFold Cross Validation. Breast cancer the most common cancer among women worldwide accounting for 25 percent of all cancer cases and affected 2.1 million people in 2015 early diagnosis significantly increases the chances of survival. The key challenge in cancer detection is how to classify tumors into malignant or benign machine learning techniques can dramatically improves the accuracy of diagnosis. Research indicates that most experienced physicians can diagnose cancer with 79 percent accuracy while 91 percent correct diagnosis is achieved using machine learning techniques.

Guide-on-how-to-write-a-project

This is a guide on how to write a computer science final year project. I developed this mostly for the student of AAUA (Nigeria). I believe it would be useful for other student from another universities. Most of the works uploaded here are done by me or collaborated with me. This repository will guide you throughout the whole chapters basically from 1 to 5.

Paystack_Integration_Example

This is a simple method to integrate Paystack in you Android Application

Farm-Information-Management-System

This is a simple farm management system, where farmers can keep record of their good and also offer it for sale

SeamFixChat

A simple chat app using Eclipse paho mqtt library.

Object_Tracking

Video surveillance is an attractive research area in artificial intelligence, computer vision and digital image processing. Tube cameras were used in 1930-1940 as monitoring system. The Close-Circuit Television (CCTV) was defective and expensive to observe events that happen in the scenes via visual display. (Mishra & Saroha, 2016). This work is focused on the effective deployment of an efficient tracking scheme for video surveillance. The work approach utilized in this task is the following of movement for video reconnaissance utilizing object discovery Algorithms. Furthermore, empirical investigation will be carried out to validate the proposed technique.

Iris-Image-Classification-Image-Similarity-Augmentation-and-Authentication-using-CNN

In deep learning, a convolutional neural network is a class of deep neural networks, most commonly applied to analyzing visual imagery. In this work, i would be using the left and right iris for the experiment. email: [email protected] for the dataset

Jupyter Notebook

TimeTable-Scheduling-System

This is an time tabling scheduling system. Which allow user to create lectures or exam table.

Age-and-Casuality

StaffPayroll-System

StaffPayroll System

BarCodeReader

This is a simple barcode reader with Swing

SmartDoorSimulation

LoanManagementApp

This a loan management system developed with JavaFX. It contain some dope features as well. Feel fre to download and upgrade it.

AndroidTask

Fingerprint-and-Face-Recognition

This is a multimiodal system, Using both face and finger print recognition

FingerAttendance

Attendance Manangement System using Java

HospitalManagementSystem

This is a Simple Java Swing and MYSQL Project. With the Basic SQL Functions Creating a Database, Deleting, Updating and Selecting.

Digital-Signature

Digital Signature

AutoAddTabs

This is a simple JavaFx Application where you learn how to automatically add tab to tabpan with a button press

Decision-Tree-Examples

Decision tress examples

Jupyter Notebook

My-Scripts

Personal PHP Helping Hands

flutter_app

This is a simple project i created to learn flutter

ML-Support-Vector-Machine-Examples

This a an example of a machine learning model using support vector machine algorithm.

Jupyter Notebook

CV_Update

This is a simple android app where user can upload his/her CV. And it can be viewed by others.

Logistic-Regression-Example

In this machine learning example. I would be using logistic regression to predicting if a person would buy life insurnace based on his age using logistic regression

Jupyter Notebook

TeachJavaApp

This is a system App i developed with JavaFx. It is a tutorial to learn all Java Fundamental, with 30 examples about Java Consoles

ionic_tutorial

This is a folder for my ionic tutorial

IBM-Waston-ChatBot

This is a simple chatbot implemented using IBM Waton

ionic-js

tele.github.io

File-Encryption-with-sms-token

This is file encryption system where user can encrypt file and send via a mail and the receiver would get an sms with the crack pin to decrypt it. Java Swing

TyphoidAndMalaria_Diagnostic

This is a simple typhoid and malaria diagnostic software developed with java and i also made useof Jasper Report

Clustering

Machine Learning Clustering

Jupyter Notebook

NewsReportApplication

Java android application and php mysql

H5mODEL

Gonorrheaandsyphilis_diagnosis

Software to diagnose both Gonorrhea and Syphilis Diagnosis using Fuzzy Login

Way4wardHelper.jar

This is a Java Console , Java Swing and JavaFX Supported Library. Java Long Code has been simplified. Eg Sending Mail Aes Encrytion and Decryption Switching scenes. Generating Long and short random number

ReactNative-Navigation

This a simple react native app with React Navigation Features

Genetic-Algorithm-Example

A simplem example on hoe to use genetic algorithm

Jupyter Notebook

Face-Recognition-Attendance-System

Face Recognition Attendance System with Java Swing and MYSQL

Threat_Identifier

This a simple scam tester application called Threat Identifier. The main purpose of this app is to very a text inpute if its a scam text, and you can also type any application. It would fetch all is NCE Threat ISSUES. Lastly it would check if a website has an SSL Validation. This App is developed using JavaFx

LandInformationSystem

This is a typical Land Information System. This system allow an admin to save information concerning land. All report can be outputed in a pdf format.

telecommunication.github.io

Telecommunications facilities in Nigeria were first established in 1886 by the colonial administration. These were geared towards discharging administrative functions rather than the provision of socio-economic development of the country. Accordingly, the introduction of public telegraph services linking Lagos by submarine cable along the west coast of Africa to Ghana, Sierra-Leone, Gambia and on to England was a greater priority than a robust telecommunications network.

BrickBreaker

A JavaFx BrickBreaaker Game

ML-Ensemble-Method_Voting_Classifier

In statistics and machine learning, ensemble methods use multiple learning algorithms to obtain better predictive performance than could be obtained from any of the constituent learning algorithms alone. A Voting classifier model is a kind of ensemble model that combines multiple different models (i.e., sub-estimators) into a single model, which is (ideally) stronger than any of the individual models alone. I used three different algorithm here, Logistic regression, Decision tree and Support vector machine.

Jupyter Notebook

ML---Alchohol-Effect-In-Student-Academic-Performance-Prediction

Alcohol use is a well-known risk factor for certain conditions, such as cirrhosis of the liver, fetal alcohol syndrome, and injuries related to drunk driving. Alcohol consumption can also contribute to chronic illnesses like heart disease, stroke, and some cancers. Interpersonal violence, self-harm (suicide), and unintentional injuries can also be fueled by alcohol. Alcohol has been used for various purposes in many human societies for over ten thousand years (Smart, 2007). The aim of this work is to analyze the effect of alcohol consumption on the academic performance of students of Adekunle Ajasin University using Data mining.

ML-Multivariant-Example-

This is an example of a multi variant linear regression examples. Linear regression can be implemented on different kind of data. A dataset that involves considering 1 factor is a single variant and any data that considers the use of more than one factor for prediction is a multivariant linear regression approach. This is an example of a multi variant linear regression approach.

Jupyter Notebook

FingerprintAuthenticationUsingDigitaPersona

This is a fingerprint authentication system. Java Swing Contact ([email protected]) for the sdk

ML-House-Price-Prediction-Linear-Regression-

This is a machine learning project to predict the prices of houses, using a dataset i downloaded from kaggle. The algorithm used was linear regression and the project was done on Jupyter note book. This work can easily be modified to suit any linear regrssion work. thanks.

Jupyter Notebook

TrafficOffenseSystem

This is Traffic offense system. Built with JavaFX and Mysql. The main purpose of this project is to reduce paper work when it comes to keeping records of offense rules and criminal

Library-Management-System

This is library management system where the librarian can add book to the system database, update the record and also issue book and return book can be done.