[Solved] What is the output of the following code?import numpy as np x = np.array([True, False, True]) y = np.array([False, False, True]) result = np.logical_and(x, y) print(result) | NumPy

NumPy - Array Operations

What is the output of the following code?

import numpy as np
x = np.array([True, False, True])
y = np.array([False, False, True])
result = np.logical_and(x, y)
print(result)

A[True False True]

B[False False True]

C[False True False]

D[True True True]

Step-by-Step Solution

Solution:

Step 1: Perform element-wise logical AND
Compare each element: True AND False = False, False AND False = False, True AND True = True.
Step 2: Construct the result array
The result is [False, False, True].
Final Answer:
[False False True] -> Option B
Quick Check:
Logical AND of arrays = [False False True] [OK]

Quick Trick: AND returns True only if both are True [OK]

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