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
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