Machine learning algorithms questions with answers
92 multiple-choice questions. Open any question for its answer and explanation.
- In machine learning, what is the primary advantage of using regularization techniques like L1 and L2 regularization?
- Point out the wrong combination.
- Which of the following is correct use of cross validation?
- Point out the correct statement.
- Point out the wrong statement.
- Point out the correct statement.
- Model based prediction considers relatively easy version for covariance matrix.
- Which of the following method options is provided by train function for bagging?
- Which machine learning algorithm is commonly used for time series forecasting and predicting stock prices?
- Which of the following argument is used to set importance values?
- What is the primary goal of reinforcement learning algorithms in machine learning?
- Which of the following is used to assist the quantitative trader in the development?
- Which machine learning algorithm is commonly used for anomaly detection, such as detecting fraudulent credit card transactions?
- What is the primary purpose of a naive Bayes classifier in machine learning?
- Which of the following method can be used to combine different classifiers?
- Which of the following is not a machine learning algorithm?
- Which of the following function can be used to create balanced splits of the data?
- Which of the following can be used to impute data sets based only on information in the training set?
- Which of the following model model include a backwards elimination feature selection routine?
- In machine learning, what is the term for the process of transforming categorical data into numerical format for modeling?
- Which of the following function can be used for forecasting?
- In machine learning, what is the term for the process of finding the optimal parameters for a model to achieve better performance?
- Which machine learning algorithm is used for text classification, language translation, and speech recognition?
- Which of the following function provides unsupervised prediction?
- Which of the following is a common error measure?