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| export const calculateAveragePrecision = ( | |
| sampleQuery: SampleQuery, | |
| retrievedResults: QueryResult[], | |
| k: number | |
| ) => { | |
| // get the function names from the validation set | |
| const relevantFunctions = sampleQuery.expectedFunctions.map((func) => func.functionName) | |
| // get the function names from the retrieved results | |
| const retrievedFunctionNames = retrievedResults.map((result) => result.funcName) | |
| let relevantCount = 0 | |
| let precisionSum = 0 | |
| for (let i = 0; i < k; i++) { | |
| // check if the function from the retrieved results is relevant | |
| if (relevantFunctions.includes(retrievedFunctionNames[i])) { | |
| // if so, increment the relevant count and calculate the precision | |
| relevantCount++ | |
| precisionSum += relevantCount / (i + 1) | |
| } | |
| } | |
| return precisionSum / Math.min(k, relevantFunctions.length) | |
| } |
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