Contents
Application and evaluation of machine-learning model for fire accelerant classification from GC-MS data of fire residue / Chihyun Park ; Wooyong Park ; Sookyung Jeon ; Sumin Lee ; Joon-Bae Lee 1
Abstract 1
1. Introduction 1
2. Methods 2
2.1. GC/MS 2
2.2. Quantitative data interpretation and preprocessing 3
2.3. Cross-vaidalion and dataset preprocessing for learning 3
2.4. Classification model hyperparameter search and performance evaluation 4
3. Results and Discussion 5
3.1. Quantitative data interpretation 5
3.2. Model performance evaluation 6
4. Conclusions 7
References 8
Authors' Position 9