App Campaign Conversion Data Analysis

Is 200 unique subscriptions in the last 30 days enough conversion data for optimal performance in Gordon's app campaign for a news publisher?

What factors determine the sufficiency of conversion data for machine learning performance optimization?

Answer:

200 unique subscriptions might be enough, depending on the complexity of the app campaign and desired performance.

Considering the question is about an app campaign for a news publisher, the subject falls under Business. In this case, the student is asking if 200 unique subscriptions in the last 30 days is enough conversion data for the machine to achieve optimal performance. To determine this, it is important to understand the context of the app campaign and the desired level of performance.

Generally, more data leads to better machine learning models. However, the sufficiency of 200 unique subscriptions depends on various factors such as the complexity of the app campaign, the accuracy requirements, and the machine learning algorithms being used. If the desired performance is not being achieved with the current data, it may be beneficial to continue collecting more unique subscription data to improve the machine's performance.