Predict Thyroid Cancer Recurrence with Machine Learning: A Coding Tutorial
This video shows you how to create a Random Forest model to predict thyroid cancer recurrence using machine learning and libraries on Google Colab. Written instructions and example code are available on the Science Buddies website: https://www.sciencebuddies.org/scienc...
0:00 Introduction
0:09 What is thyroid cancer recurrence?
0:43 We can use machine learning to predict recurrence
1:02 Two different types of encoding: label encoding and one-hot encoding
1:06 Label encoding explanation
2:43 One-hot encoding explanation
3:25 How to set up the project
4:26 Running the initial code blocks
4:43 Label encoding
9:06 One-hot encoding
9:55 Split to Train and Test
11:18 Train the Model
11:32 Evaluate the Model
12:06 Visualize the Model
13:44 Part 2 and 3 introduction
14:19 Conclusion
Science Buddies also hosts a library of instructions for over 1,500 other hands-on science projects, lesson plans, and fun activities for K-12 parents, students, and teachers! Visit us at https://www.sciencebuddies.org/?ytid=... to learn more.
#STEM #sciencebuddies
*******************************
Connect with Science Buddies:
X: https://x.com/ScienceBuddies
FACEBOOK: / sciencebuddies
INSTAGRAM: / scibuddy
PINTEREST: / sciencebuddies
On this page of the site you can watch the video online Predict Thyroid Cancer Recurrence with Machine Learning: A Coding Tutorial with a duration of hours minute second in good quality, which was uploaded by the user Science Buddies 10 September 2024, share the link with friends and acquaintances, this video has already been watched 6,088 times on youtube and it was liked by 38 viewers. Enjoy your viewing!
