5 Questions
What is the purpose of XAI in the context of machine learning?
To provide explanations for the predictions made by machine learning models
Which technique is used for handling missing data based on the data type?
Imputation
What is the purpose of K-Fold cross validation in machine learning?
To assess the performance of a machine learning model
What does LIME stand for in the context of machine learning?
Local Interpretable Model-agnostic Explanations
What is the purpose of one hot encoding in the context of data transformation for machine learning?
To represent categorical variables as binary vectors
Test your understanding of Data Analytic Methods & Algorithms in Week 6 with this quiz covering key concepts such as XAI, LIME, SHAP, and binary classification. Assess your readiness for the upcoming lab assessment by running code examples, applying techniques to a new dataset, and setting up your structure efficiently.
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