Use the Parkinson_Prediction.csv database, and the K-NN, Logistic Regression, Decision Tree, and Random Forest algorithms to classify subcortical structures to deep brain stimulation in Parkinson's disease. Important: Develop a python notebook that includes: • Exploratory Data Analysis

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
icon
Related questions
Question

Please written by computer source 

Use the Parkinson_Prediction.csv database, and the K-NN, Logistic
Regression, Decision Tree, and Random Forest algorithms to
classify subcortical structures to deep brain stimulation in
Parkinson's disease.
Important:
Develop a python notebook that includes:
• Exploratory Data Analysis
• The ML techniques required and the performance evaluation
with parameter optimization
• Discuss and write your results within the same python
notebook
Transcribed Image Text:Use the Parkinson_Prediction.csv database, and the K-NN, Logistic Regression, Decision Tree, and Random Forest algorithms to classify subcortical structures to deep brain stimulation in Parkinson's disease. Important: Develop a python notebook that includes: • Exploratory Data Analysis • The ML techniques required and the performance evaluation with parameter optimization • Discuss and write your results within the same python notebook
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps

Blurred answer
Knowledge Booster
System Model Approaches
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.
Recommended textbooks for you
Database System Concepts
Database System Concepts
Computer Science
ISBN:
9780078022159
Author:
Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:
McGraw-Hill Education
Starting Out with Python (4th Edition)
Starting Out with Python (4th Edition)
Computer Science
ISBN:
9780134444321
Author:
Tony Gaddis
Publisher:
PEARSON
Digital Fundamentals (11th Edition)
Digital Fundamentals (11th Edition)
Computer Science
ISBN:
9780132737968
Author:
Thomas L. Floyd
Publisher:
PEARSON
C How to Program (8th Edition)
C How to Program (8th Edition)
Computer Science
ISBN:
9780133976892
Author:
Paul J. Deitel, Harvey Deitel
Publisher:
PEARSON
Database Systems: Design, Implementation, & Manag…
Database Systems: Design, Implementation, & Manag…
Computer Science
ISBN:
9781337627900
Author:
Carlos Coronel, Steven Morris
Publisher:
Cengage Learning
Programmable Logic Controllers
Programmable Logic Controllers
Computer Science
ISBN:
9780073373843
Author:
Frank D. Petruzella
Publisher:
McGraw-Hill Education