SonarRockMinePrediction

KO | EN

gitlite — search

#hacktoberfest #ai #llm #go #deep-learning #linux #macos #java #awesome #kubernetes #awesome-list #security #pytorch #openai

SonarRockMinePrediction

(★ 10)

Submarines have to predict whether it is crossing a mine or a rock. So, we have to build a system to predict whether the object beneath the submarine is mine or rock.

SonarRockMinePrediction 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# SonarRockMinePrediction
# WORKFLOW
![WorkFlow](https://github.com/CatalystsReachOut/SonarRockMinePrediction/blob/master/Screenshot%202022-09-02%20at%2002.00.34.png) 
## Collect Sonar Data 
Laboratory setup experiment can be done where sonar is used to send and receive signals. There is far difference between signals received from mines and rocks. Because mines will be made up of metal. So, we collect this data which is nothing but the sonar data obtained from a rock and a metal cylinder. 
 And later, we use this sonar data and feed it to our machine learning model. And our model will predict whether the object is made up of metal or it is just a rock. This is the principle we are going to use in our prediction.

## Data Preprocessing 
We must process data for better results. In preprocessing, we do cleaning, filling missing values etc.

## Train Test Split 
After that, we will train our model with 80-90% of training-data and 10–20% will be used to test-data. And evaluate our model with the help of test-data.

## Logistic Regression Model 
Why Logistic Regression Model ? Because, this model works very well for [Binary Classification Problem](https://machinelearningmastery.com/types-of-classification-in-machine-learning/). It is a Binary Classification Problem (Rock or a Mine). This is a Supervised Learning Algorithm. 
 
# Conclusion
![Final Overview](https://github.com/CatalystsReachOut/SonarRockMinePrediction/blob/master/Screenshot%202022-09-02%20at%2002.07.51.png)

SonarRockMinePrediction

SonarRockMinePrediction 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

SonarRockMinePrediction

SonarRockMinePrediction 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README