Statistical analysis of characteristics of the Framingham data set.

Statistical analysis of characteristics of the Framingham data set.

<p>Statistical analysis of characteristics of the Framingham data set.</p>

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Lang Deng (5681033) (author)
مؤلفون آخرون: Kongjie Lu (12783076) (author), Huanhuan Hu (500757) (author)
منشور في: 2025
الموضوعات:
Genetics
Biotechnology
Cancer
Science Policy
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
traditional diagnostic methods
shapley additive explanations
evaluated using metrics
enhancing clinical decision
cardiovascular diseases worldwide
model &# 8217
high misdiagnosis rates
alizadeh sani datasets
predicting chd risk
chd scoring system
handling missing values
interpretable lightgbm model
alizadeh sani dataset
enhance model interpretability
alizadeh sani
lightgbm model
model training
high cholesterol
lightgbm algorithm
chd based
xlink ">
study proposes
smoking status
prediction framework
parameter tuning
model performance
major burdens
influential features
friendly tool
feature engineering
developed based
coronary angiography
61 %,
37 %.
33 %,
26 %,
11 %.
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الوصف
الملخص:<p>Statistical analysis of characteristics of the Framingham data set.</p>

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