Page 239 - Ai Book - 10

box_plot_data = [Eng, Maths, Hindi, Comp]

plt.boxplot(box_plot_data)
plt.title(‘Box Plot’)
plt.xticks([1,2,3,4], [“Eng”, “Maths”, “Hindi”, “Comp”], rotation =0)
plt.xlabel(‘Subjects’)

plt.ylabel(‘Marks’)
plt.show()

CLASSIFICATION MODEL

Classification is a way of finding an appropriate model or function which helps in separating the data into
discrete values. In classification, data is categorized under different labels according to the parameters defined
in input and then the labels are predicted for the data. For example, You have seen that teachers are classified
on the basis of the subjects taught by them. This classification is based on the parameter subject expert.

Personality Prediction

Nowadays, you have seen that the use of social networking websites like Facebook, Instagram etc. is increasing
rapidly where people share a lot of information through status updates which plays an important role in the
field of behavioral learning and human personality. As you know, social media has become the most widely
used communication and interaction tool between people over the past a few years which reduces the direct
interaction between people. Thus, it is quite difficult to recognize a person’s personality on the basis of shared
status and posts. But, the field of AI i.e. Machine learning is able to predict the personality of an individual on
the basis of classification models where several data are classified into appropriate datasets.

AI Activity
AI Activity
Classification Technique

Personality Prediction Game is based on classification technique. With the help of this game, let us get
clear view of classification technique.

How to Play?
To play this game(What Animal are you?) online, type the following web address into the URL of the
web browser: https://uquiz.com/quiz/cYDSJq/what-animal-are-you-disc. By doing this, you will get the
following screen as shown in the snapshot given below:

Prerequisite:

l A computer l Internet Connection

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