Please find the repository that has screenshots of the questions on chatGPT:

https://github.com/sametyildizeli/culs-study-block-2023

Group Members:

1. Samet Yildizeli
2. Mert Yenilmez
3. Tural Dadashzade
4. Bilge Dogan

Asking to ChatGPT

import numpy
from sklearn import linear_model

#Reshaped for Logistic function.
X = numpy.array([3.78, 2.44, 2.09, 0.14, 1.72, 1.65, 4.92, 4.37, 4.96, 4.52, 3.69, 5.88]).reshape(-1,1)
y = numpy.array([0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1])

logr = linear_model.LogisticRegression()
logr.fit(X,y)

#predict if tumor is cancerous where the size is 3.46mm:
predicted = logr.predict(numpy.array([3.46]).reshape(-1,1))
print(predicted)

can you convert intro javascript?

Answer from ChatGPT

Sure, here's the equivalent code in JavaScript:

javascript
Copy code
const { LogisticRegression } = require('js-ml');

// Reshaped for Logistic function.
const X = [[3.78], [2.44], [2.09], [0.14], [1.72], [1.65], [4.92], [4.37], [4.96], [4.52], [3.69], [5.88]];
const y = [0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1];

const logr = new LogisticRegression();
logr.fit(X, y);

// predict if tumor is cancerous where the size is 3.46mm:
const predicted = logr.predict([[3.46]]);
console.log(predicted);
Note that in JavaScript, we use require or import statements to import external libraries, whereas in Python, we use the import statement. Also, the syntax for defining arrays is slightly different (in Python, we use numpy.array, while in JavaScript, we simply use square brackets []). Finally, the syntax for reshaping arrays is slightly different (in Python, we use .reshape(-1,1), while in JavaScript, we simply enclose the array in another set of square brackets).