Question: Write the necessary python code (spyder python) to read the dataset file in the photo and perform classification using 5 supervised learning models Bagging, boosting,

Write the necessary python code (spyder python) to read the dataset file in the photo and perform classification using 5 supervised learning models Bagging, boosting, stacking ,decision tree, K-Neighbors). Note that for each model draw the confusion matrix and compute the Accuracy, Recall, Precision and F1-Measure

show the output in python code

\begin{tabular}{|c|c|c|c|c|c|c|c|c|c|c|c|c|} \hline Person 10 & Gender & Age & Oecupation & Sleep Duration & Quality of Sleep & Physical Activity Level & Streis Levet & BMI Category & Biood Pressure & Heart Rate & Daily Steps & Sleep Diserder \\ \hline 1 & Male & 27 & Software Engineer & 6.1 & 6 & 42 & 6 & Overweight & 126/83 & 77 & 4200 & None \\ \hline 2 & Male & 28 & Dectar & 6.2 & 6 & 60 & 8 & Normal & 125/80 & 75 & 10000 & None \\ \hline 3 & Male & 28 & Dector & 6.2 & 6 & 60 & 8 & Normal & 125/80 & 75 & 10000 & None \\ \hline 4 & Male & 28 & Sales Representative & 5.9 & 4 & 30 & 8 & Obese & 140/90 & 85 & 3000 & Sieed Apned \\ \hline 5 & Male & 28 & Sales Representative & 5.9 & 4 & 30 & 8 & Obese & 140/90 & 85 & 3000 & Sieep Apnea \\ \hline 6 & Male & 28 & Software Engineer & 5.9 & 4 & 30 & 8 & Obese & 140/90 & 85 & 3000 & Insomnia \\ \hline 7 & Male & 29 & Teacher & 6.3 & 6 & 40 & 7 & Obese & 140/90 & 82 & 3500 & Insomnia \\ \hline 8 & Maie & 29 & Dectar & 7.8 & 7 & 75 & 6 & Normal & 120/80 & 70 & 8000 & None \\ \hline 9 & Male & 29 & Dector & 7.8 & 7 & 75 & 6 & Normal & 120/80 & 70 & 8000 & None \\ \hline 10 & Male & 29 & Doctor & 7.8 & 7 & 75 & 6 & Normal & 120/80 & 70 & 8000 & None \\ \hline 11 & Male & 29 & Dector & 6.1 & 6 & 30 & 8 & Normal & 120/80 & 70 & 8000 & None \\ \hline 12 & Male & 29 & Dector & 7.8 & 7 & 75 & 6 & Normal & 120/80 & 70 & 8000 & None \\ \hline 13 & Male & 29 & Doctor & 6.1 & 6 & 30 & 8 & Normal & 120/80 & 70 & 8000 & None \\ \hline 14 & Male & 29 & Dector & 6 & 6 & 30 & 8 & Normal & 120/80 & 70 & 8000 & None \\ \hline \end{tabular}

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Write the necessary python code (spyder python) to read the dataset file in the photo and perform classification using 5 supervised learning models Bagging , boosting , stacking ,decision tree,...

Write the necessary python code (spyder python) to read the dataset file in the photo and perform classification using 5 supervised learning models( Bagging , boosting , stacking ,decision tree ,...

Q) Write the necessary python code (spyder python) to read the dataset file given and perform classification using the stacking ensemble learning. Note that the weak learners are Decision Tree,...

Supervised Learning Algorithms ( SVM ) , YOU NEED TO WRITE A PYTHON CODE PLEASE READ THE INSTRUCTIONS CAREFULLY, AND PLEASE DO NOT SUBMIT AN ANSWER IF IT'S INCOMPLETE . FIRST YOU NEED TO IMPORT THESE...

You would like to establish yourself as a new provider on the e-scooter market. To differentiate your business from your competitors, you offer two pricing models from which the customer can select...

Write the necessary python code to read the dataset file given to you and perform the following tasks: 1- Detect and list missing data in the dataset. Then fill these missing values with the suitable...

Please solve requested task and write the necessary Python code.

RMIT UNIVERSITY Programming Fundamentals (COSC2531) Assignment 2 Individual assignment (no group work). Submit online via Canvas/Assignments/Assignment 2. Marks are awarded per rubric (please see the...

a. Ecuador is currently dollarized: Bank accounts are denominated in U.S. dollars, for example. If Ecuadoreans believe rumors that the country is going to go off the dollar and convert all bank...

Use lim f(x) = 6 and lim g(x)=-3 to determine the limit. x-a x-a lim [6f(x)g(x)]

Find the gradient of the line passing through each of the following pairs of points. (a) C(3, 1) and D(6, 3) (b) H(5,-7) and K(0, -2) (c) M(-4, 1) and N(16, 1)

Cost of Production Report Lui Coffee Company roasts and packs coffee beans. The process begins by placing coffee beans into the Roasting Department. From the Roasting Department, coffee be following...

12-4 How do different decision-making constituencies in an organization use business intelligence, and what is the role of information systems in helping people working in a group make decisions more...

12-1 What are the different types of decisions, and how does the decision-making process work?

12-2 How do information systems support the activities of managers and management decision making?