Q$\mathrm{.}1$ Suppose we have a dataset containing information about different products, including their features such as color, size, and weight. We want to classify these products into three classes: Class A$,$ Class B$,$ and Class C$.$ The dataset and classes are as follows:

$$

Product

Color

Size

Weight

Class

Product $1$

Red

Small

Light

A

Product $2$

Green

Medium

Medium

A

Product $3$

Blue

Large

Heavy

A

Product $4$

Red

Medium

Light

A

Product $5$

Green

Small

Medium

B

Product $6$

Blue

Medium

Heavy

B

Product $7$

Red

Large

Light

B

Product $8$

Green

Small

Heavy

B

Product $9$

Blue

Large

Medium

C

Product $10$

Red

Small

Heavy

C

Product $11$

Green

Medium

Light

C

Product $12$

Blue

Large

Light

C

$$

Using the Naive Bayes classification algorithm, let's consider a product with the following features:

$$

Color: Red

Size: Medium

Weight: Medium

$$

Determine the class of this product using Na$$ve Bayes classification technique.