determine-data-mining-goals

Data mining goals are specific, measurable technical targets derived from broader business objectives. This skill defines them by applying CRISP-DM 1.3 workflows to 1.1 and 1.2 artifacts, producing explicit objective-to-goal traceability and success criteria.

Defining data mining success criteria involves setting measurable thresholds for technical model performance. This skill structures these criteria within the 1.3 data mining goals document, ensuring technical outcomes map directly to business objectives.

Maintaining traceability requires an explicit mapping document linking each business objective to its corresponding technical goal. This skill generates an Objective-to-Goal Traceability artifact, ensuring clear alignment throughout the CRISP-DM lifecycle.

Generating the 1.3 data mining goals document involves compiling defined goals, success criteria, and traceability mappings. Provide your project context to this skill, and it outputs the structured file directly at docs/crisp-dm/1-business-understanding/1.3-data-mining-goals.md.

No, this skill requires prior CRISP-DM 1.1 and 1.2 artifacts as input. It applies these business understanding documents to produce the 1.3 data mining goals, meaning you must first establish your initial business objectives and background.