그림 1. 연구과정 Fig. 1. Research Process
그림 2. 지오코딩(공간화) Fig. 2. Geocoding
그림 4. 안전점검-업종분포 Fig. 4. Safety inspection - category of business
그림 3. 화재사고-발화기기 분포 Fig. 3. Fire accident - Distribution of ignition equipment
그림 5. 화재사고-전기적 요인(절연저항, IR) Fig. 5. Fire accident - Electrical factor (insulation resistance, IR)
그림 6. 화재사고-환경적 요인(습도) Fig. 6. Fire accidents - Environmental factors (humidity)
그림 7. 예측변수 중요도 Fig. 7. Geocoding
그림 8. 알고리즘 개발 흐름도 Fig. 8. Algorithm Development Flow
그림 9. 검증결과 Fig. 9. Verification Result
그림 10. 예측 결과와 실제 사고 비교 Fig. 10. Comparing forecast results with actual incidents
그림 11. 등급별 범위 및 건수 Fig. 11. Range by grade and count
표 1. 데이터 목록 Table 1. Data List
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