NhanPhamThanh-IT/Logistic-Regression-Rock-Mine-Prediction

🪨 Machine learning project using logistic regression to classify sonar signals as either rocks or mines. Uses scikit-learn to train a binary classifier on sonar dataset with 60 numerical features for accurate underwater object detection.

Archived
15
/ 100
Experimental

No commits in the last 6 months.

Archived Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 6 / 25
Maturity 9 / 25
Community 0 / 25

How are scores calculated?

Stars

16

Forks

—

Language

Jupyter Notebook

License

MIT

Category

geophysical-log-prediction

Last pushed

Jul 25, 2025

Commits (30d)

0

GitHub
Geophysical Log Prediction · 10 frameworks

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/NhanPhamThanh-IT/Logistic-Regression-Rock-Mine-Prediction"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

RamySaleem/Machine-Predict-Lithologies-Using-Wireline-logs

To identify lithologies, geoscientists use subsurface data such as wireline logs and...

30

kbhujbal/SubmarineShield-underwater_anomaly_recognition_svm

âš“ ML system for submarine threat detection using SVM to classify sonar signals as mines or...

28

CatalystsReachOut/SonarRockMinePrediction

Submarines have to predict whether it is crossing a mine or a rock. So, we have to build a...

20

waleedgeo/GFSM

Official Repository for the paper "Global Flood Susceptibility"

19

Promisekeh/Lithology-Prediction-with-Machine-Learning

Lithology prediction of oil well logs using machine learning

17

Explore ML Frameworks

All categories Trending ML Framework directory Insights