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Questions and Answers
What is the purpose of XAI in the context of machine learning?
What is the purpose of XAI in the context of machine learning?
- To preprocess the data for machine learning algorithms
- To optimize hyperparameters of machine learning models
- To visualize the data transformation process
- To provide explanations for the predictions made by machine learning models (correct)
Which technique is used for handling missing data based on the data type?
Which technique is used for handling missing data based on the data type?
- One hot encoding
- Imputation (correct)
- Binary encoding
- Label encoding
What is the purpose of K-Fold cross validation in machine learning?
What is the purpose of K-Fold cross validation in machine learning?
- To transform the data into a suitable format for machine learning algorithms
- To optimize the hyperparameters of a machine learning model
- To select the best features for a machine learning model
- To assess the performance of a machine learning model (correct)
What does LIME stand for in the context of machine learning?
What does LIME stand for in the context of machine learning?
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What is the purpose of one hot encoding in the context of data transformation for machine learning?
What is the purpose of one hot encoding in the context of data transformation for machine learning?
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