What is a linear regression algorithm?Question 9Answera.A neural network used in deep learningb.A tree-like model used to make predictions in supervised learningc.A model used to make predictions in supervised learning by fitting a linear equation to the datad.A clustering algorithm used in unsupervised learning
Question
What is a linear regression algorithm?Question 9Answera.A neural network used in deep learningb.A tree-like model used to make predictions in supervised learningc.A model used to make predictions in supervised learning by fitting a linear equation to the datad.A clustering algorithm used in unsupervised learning
Solution
The correct answer is c. A linear regression algorithm is a model used to make predictions in supervised learning by fitting a linear equation to the data.
Here's a step-by-step explanation:
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Linear regression is a type of supervised learning algorithm, which means it uses labeled data to learn and make predictions.
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The algorithm works by fitting a linear equation to the observed data. The two variables in the linear equation are the input x and the output y.
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The goal of the algorithm is to find the best values for the coefficients that minimize the difference between the predicted outputs and the actual outputs in the dataset.
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Once the algorithm has learned these coefficients, it can use them to predict the output for new input data.
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This makes linear regression particularly useful for problems where we want to predict a continuous output based
Similar Questions
The "Regression" technique in Machine Learning is a group of algorithms that are used for:
Question 2The "Regression" technique in Machine Learning is a group of algorithms that are used for:1 pointPrediction of class/category of a case; for example, a cell is benign or malignant, or a customer will churn or not.Finding items/events that often co-occur; for example grocery items that are usually bought together by a customer.Predicting a continuous value; for example predicting the price of a house based on its characteristics.
Linear Regression is the supervised machine learning model in which the model finds the best fit ___ between the independent and dependent variable.Linear lineNonlinear lineCurved lineAll of the mentioned above
What is a logistic regression algorithm?Select one:a.A clustering algorithm used in unsupervised learningb.A tree-like model used to make predictions in supervised learningc.A model used for classification tasks by predicting the probability of an event occurringd.A linear model used to make predictions in supervised learning
What is a decision tree?Select one:a.A clustering algorithm used in unsupervised learningb.A linear model used to make predictions in supervised learningc.A neural network used in deep learningd.A tree-like model used to make predictions in supervised learning
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