https://github.com/melisa-karatas/machine_learning_based_prediction_on_diabetes_dataset
This projects aims to develope a diabetese prediction model using machine learning when fundamental values are given.
https://github.com/melisa-karatas/machine_learning_based_prediction_on_diabetes_dataset
analysis database dataset dataset-analyse dataset-analysis diabetes machine-learning random-forest
Last synced: 3 months ago
JSON representation
This projects aims to develope a diabetese prediction model using machine learning when fundamental values are given.
- Host: GitHub
- URL: https://github.com/melisa-karatas/machine_learning_based_prediction_on_diabetes_dataset
- Owner: Melisa-Karatas
- License: mit
- Created: 2024-03-20T17:21:02.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-03-20T17:23:00.000Z (over 1 year ago)
- Last Synced: 2025-01-13T19:37:17.066Z (9 months ago)
- Topics: analysis, database, dataset, dataset-analyse, dataset-analysis, diabetes, machine-learning, random-forest
- Language: Jupyter Notebook
- Homepage:
- Size: 374 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Machine_Learning_Based_Prediction_On_Diabetes_Dataset
This projects aims to develope a diabetese prediction model using machine learning when fundamental values are given.
_________
This dataset is originally from the National Institute of Diabetes and Digestive and KidneyDiseases. The objective of the dataset is to diagnostically predict whether a patient has diabetes,based on certain diagnostic measurements included in the dataset. Several constraints were placedon the selection of these instances from a larger database. In particular, all patients here are femalesat least 21 years old of Pima Indian heritage.
* Pregnancies: To express the Number of pregnancies
* Glucose: To express the Glucose level in blood
* BloodPressure: To express the Blood pressure measurement
* SkinThickness: To express the thickness of the skin
* Insulin: To express the Insulin level in blood
* BMI: To express the Body mass index
* DiabetesPedigreeFunction: To express the Diabetes percentage
* Age: To express the age
* Outcome: To express the final result 1 is Yes and 0 is No