Data Analytic Methods & Algorithms Quiz

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)

One hot encoding

Imputation (correct)

Binary encoding

Label encoding

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)

<p>Local Interpretable Model-agnostic Explanations</p> Signup and view all the answers

<p>To represent categorical variables as binary vectors</p> Signup and view all the answers