Question

Customer ID Gender Car Type Shirt Size Class 1 M Family Small C0 2 M Sports Medium C0 3 M Sports Medium C0 4 M Sports Large C0 5 M Sports Extra Large C0 6 M Sports Extra Large C0 7 F Sports Small C0 8 F Sports Small C0 9 F Sports Medium C0 10 F Luxury Large C0 11 M Family Large C1 12 M Family Extra Large C1 13 M Family Medium C1 14 M Luxury Extra Large C1 15 F Luxury Small C1 16 F Luxury Small C1 17 F Luxury Medium C1 18 F Luxury Medium C1 19 F Luxury Medium C1 20 F Luxury Large C1

          Customer ID Gender Car Type Shirt Size Class
1 M Family Small C0
2 M Sports Medium C0
3 M Sports Medium C0
4 M Sports Large C0
5 M Sports Extra Large C0
6 M Sports Extra Large C0
7 F Sports Small C0
8 F Sports Small C0
9 F Sports Medium C0
10 F Luxury Large C0
11 M Family Large C1
12 M Family Extra Large C1
13 M Family Medium C1
14 M Luxury Extra Large C1
15 F Luxury Small C1
16 F Luxury Small C1
17 F Luxury Medium C1
18 F Luxury Medium C1
19 F Luxury Medium C1
20 F Luxury Large C1

Show more…

Customer ID Gender Car Type Shirt Size Class
1 M Family Small C0
2 M Sports Medium C0
3 M Sports Medium C0
4 M Sports Large C0
5 M Sports Extra Large C0
6 M Sports Extra Large C0
7 F Sports Small C0
8 F Sports Small C0
9 F Sports Medium C0
10 F Luxury Large C0
11 M Family Large C1
12 M Family Extra Large C1
13 M Family Medium C1
14 M Luxury Extra Large C1
15 F Luxury Small C1
16 F Luxury Small C1
17 F Luxury Medium C1
18 F Luxury Medium C1
19 F Luxury Medium C1
20 F Luxury Large C1

Added by Barbara A.

Computer Science and Information Technology

Trishna Knowledge Systems 2018 Edition

Instant Answer

Solved by Expert Paul Gabriel

Step 1

Import the necessary libraries: - pandas: for data manipulation and analysis - sklearn: for machine learning algorithms, including KNN ```python import pandas as pd from sklearn.neighbors import KNeighborsClassifier ``` Show more…

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Using the dataset below, create a KNN (The K-nearest neighbors) program in Python to classify the datasets. Explain all your steps. Use Jupyter notebooks. Customer ID 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Gender M M M M M M F F F F M M M M F F F F F F Car Type Family Sports Sports Sports Sports Sports Sports Sports Sports Luxury Family Family Family Luxury Luxury Luxury Luxury Luxury Luxury Luxury Shirt Size Class Small C0 Medium C0 Medium C0 Large C0 Extra Large C0 Extra Large C0 Small C0 Small C0 Medium C0 Large C0 Large C1 Extra Large C1 Medium C1 Extra Large C1 Small C1 Small C1 Medium C1 Medium C1 Medium C1 Large C1

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