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투고 논문지: 한국항행학회논문지 (등재지)
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논문 파일
논문 내용
실험 결과
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모델 1: LGBM + Baseline
[4.509941643474154, 5.336266157149961, 3.9562293751641247, 1.9333115323056276]
[0.9976166809106166, 0.9955931930690914, 0.9972892093333316, 0.9989994200838346]
[4.520715952100476, 5.3598861405429865, 3.9669830357522735, 1.93524790248966]
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모델 2: LGBM + Proposed
[4.476686455188484, 5.086587969304908, 3.7862461434466517, 2.115923602243659]
[0.9976693622601478, 0.9961069249966022, 0.9975348073625704, 0.9987975600310381]
[4.4871443631854895, 5.10646783157567, 3.7956030361058652, 2.118470936370635]
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모델 3: RF + Baseline
[2.7906289850287216, 5.807645659983629, 3.804032887712495, 1.940152658762438]
[0.9991182573767221, 0.9948498596403796, 0.997513285375775, 0.9989915757552035]
[2.793091773095787, 5.837710689412962, 3.8135160137536124, 1.9421111307127379]
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모델 4: RF + Proposed
[2.690643268884703, 5.610166713287098, 3.684538153140212, 2.059089950881391]
[0.9991842896248455, 0.9952315744819265, 0.997677403261874, 0.9988598585947873]
[2.6928398462859477, 5.63704654990222, 3.693115771785282, 2.0614402843038993]
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