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Question: What type of supervised learning would you use to predict whether a patient has a disease ..
Question: Which metric is commonly used to evaluate the performance of a classification model?Option..
Question: In supervised learning, what is the primary goal of regression algorithms?Options: To clas..
Question: Which of the following is a classification problem in supervised learning?Options: Predict..
Question: What is a common application of supervised learning in finance?Options: Stock price predic..
Question: If 5 liters of a 20% solution is mixed with 15 liters of a 30% solution, what is the perce..
Question: A mixture contains 60% of liquid X and 40% of liquid Y. If the total volume of the mixture..
Question: If a mixture of two liquids A and B is made in the ratio 1:4, what is the percentage of li..
Question: In a certain mixture, the ratio of milk to water is 5:3. If there are 32 liters of the mix..
Question: A solution contains 25% alcohol. If 200 ml of the solution is taken, how much alcohol is p..
Question: If a mixture contains 40% sugar and 60% water, how much sugar is there in 200 grams of the..
Question: In a mixture of two types of tea, if the first type costs $5 per kg and the second type co..
Question: A and B are mixed in the ratio 4:5. If the total volume of the mixture is 90 liters, how m..
Question: If 10 liters of a solution contains 30% salt, how much salt is present in the solution?Opt..
Question: In a mixture of two liquids A and B, if the ratio of A to B is 3:2, what is the fraction o..
Question: In supervised learning, what is the role of the training dataset?Options: To evaluate the ..
Question: What is the main difference between regression and classification?Options: Regression pred..
Question: What is the purpose of regularization in regression models?Options: To increase the model ..
Question: Which of the following techniques can help prevent overfitting?Options: Increasing the num..
Question: Which algorithm is typically used for binary classification tasks?Options: K-Means Cluster..
Question: In a classification problem, what does a confusion matrix represent?Options: The relations..
Question: Which of the following is a common evaluation metric for regression models?Options: Accura..
Question: What is overfitting in the context of supervised learning?Options: The model performs well..
Question: Which algorithm is typically used for multi-class classification problems?Options: Logisti..
Question: What is the purpose of a confusion matrix in classification tasks?Options: To visualize th..
Question: Which of the following is NOT a characteristic of supervised learning?Options: Requires la..
Question: What type of supervised learning task is predicting house prices?Options: ClassificationCl..
Question: Which evaluation metric is commonly used for binary classification?Options: Mean Squared E..
Question: In classification problems, what does the term \'class label\' refer to?Options: The input..
Question: Which of the following is a common algorithm used for regression tasks?Options: K-MeansLin..
