Iris Flower Classification Model

Iris Flower Classification Model

Assessment

Interactive Video

Computers

9th - 12th Grade

Hard

Created by

Wayground Content

FREE Resource

The video tutorial covers a multiclass classification problem using the iris dataset. It explains how to implement logistic regression, a binary classification algorithm, for multiclass problems using one-vs-one and one-vs-rest strategies. The tutorial includes data preparation, balancing training and testing data, and evaluating model performance using confusion matrices. It emphasizes the importance of balanced data and demonstrates how to achieve it using the stratify parameter in train-test split.

Read more

1 questions

Show all answers

1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

Evaluate responses using AI:

OFF

Access all questions and much more by creating a free account

Create resources

Host any resource

Get auto-graded reports

Google

Continue with Google

Email

Continue with Email

Classlink

Continue with Classlink

Clever

Continue with Clever

or continue with

Microsoft

Microsoft

Apple

Apple

Others

Others

Already have an account?