Answer:
The correct option is D: The process aspect means that data mining should be a one-step process to result
Explanation:
Data mining is known the process of discovering correlations, patterns, and anomalies within a huge data set in a bid to predict outcomes or result. There are several features of data mining. The first one is that the valid aspect of data mining entails that on new data, the discovered pattern should be true, and hence A is a correct statement. Furthermore, it is true that when the data is potentially useful, this means that it is capable of leading to some form of business. Lastly, the novel aspect entails there are some unknown patterns that have been uncovered. The process aspect include processes such as, understanding the business, understanding the data, preparing the data, modeling, evolution, before deployment, hence, this is not a one-step process to result.
The statements about data mining, in this passage, are true EXCEPT d. the process aspect means ...
Data mining helps an organization extract information from data for improved performance and outcomes. But it is not a one-step process. The various aspects of data mining include discovering anomalies, patterns, and correlations in data sets, and predicting outcomes based on the mined data.
Thus, the process aspect of data mining is not a one-step process.
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