
Basic ML Concepts Flashcard
Flashcard
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Other
•
12th Grade
•
Practice Problem
•
Hard
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16 questions
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1.
FLASHCARD QUESTION
Front
How to evaluate model performance in sklearn?
Back
score()
2.
FLASHCARD QUESTION
Front
What is the recommended value for ANSWER in train_test_split(X,y, test_size=ANSWER)?
Back
0.2
3.
FLASHCARD QUESTION
Front
What does ML stand for?
Back
Machine Learning
4.
FLASHCARD QUESTION
Front
Which library in Python is commonly used for implementing machine learning algorithms like linear regression? Options: matplotlib, scikit-learn, pandas, numpy
Back
scikit-learn
5.
FLASHCARD QUESTION
Front
What is the purpose of linear regression in ML?
Back
Linear regression is used to model the relationship between variables and make predictions.
6.
FLASHCARD QUESTION
Front
How can missing values in a dataset be handled? Options: Replace with Central tendency (mean, median, mode), Delete columns with missing values, Drop Rows where you have missing values, All answers are correct
Back
All answers are correct
7.
FLASHCARD QUESTION
Front
What does the train-test split function do in ML?
Back
It divides the dataset into training and testing sets.
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