Continue with your mobile number
Explanation: Logistic regression is a statistical method that models the relationship between a dependent variable and one or more independent variables using a logistic function. In healthcare, it is particularly valuable because it is used for binary classification tasks , such as predicting whether a patient has a certain disease (yes/no) or if a recovery will occur (yes/no). This is ideal for healthcare applications like diagnosis prediction or determining whether patients will need intensive care. The output of logistic regression is a probability score between 0 and 1, which makes it highly interpretable and suitable for binary outcomes, like disease diagnosis or treatment response. Option A: Linear regression is used for predicting continuous outcomes (e.g., price, temperature), not binary outcomes like disease presence. Option C: Time series analysis is typically used for forecasting data over time and would not directly be applied to binary outcome predictions like a diagnosis. Option D: SVM is a robust classifier, but logistic regression is often preferred for binary outcomes in medical fields due to its simplicity and interpretability. Option E: Decision Trees could also be used for classification, but logistic regression generally gives better probability outputs that are more interpretable in healthcare predictions.
Which of the following statement/statement are definitely true?
I. V is the grandson of T.
II. W is the aunt of U.
III. V is the son of U.
If A + B means A is the wife of B A - B means A is the brother of B A X B means A is the son of B A ÷ B means A is the father of B In the given express...
Pointing towards a photograph Rashmi says, ”She is one of my paternal aunt’s daughter who is married to Ranjan, then how Rashmi is related to Ranjan...
Who is the brother of F?
Pointing to a boy, Priyanka said, "He is my husband's only daughter's father's
father-in- law's son's son". How the father of the boy related to Priyanka?
J is the sister of T. T is married to D. D is the father of R. M is the son of H. T is the mother – in – law of H. D has only one son and no daughte...
How is T related to Z?
If K $ J @ L + N * O & M is true then how is M related to L?
Gopal is son of Paras’s father’s sister. Arun is son of Tanya who is mother of Sachin and grandmother of Paras. Vishal is father of Heena and grandf...
Who among the following is the mother of D?