With the following table, we can assess if their condition has improved or not. Thus, the health condition of all patients was checked after a week. Moreover, the remaining 55 patients were kept under control samples. Suppose we have 105 patients under study and 50 of them were treated with the drug. To test the effectiveness of a drug for a certain medical condition, we will consider a hypothetical case. Hypothetical Example: Effectiveness of a Drug Treatment Also, the models work best if the features are meaningful and thus have a significant relationship with the response. Hence, the predictors are features that influence the response in some way. It is a technique where we use statistical modeling or machine learning algorithms to predict response variables based on one or more predictors. Background knowledge – Predictive Modeling Stay updated with latest technology trends
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