目的利用居民健康档案数据和决策树方法，建立糖尿病预测模型，建立社区新型糖尿病高危人群筛选模式。
OBJECTIVE To set up the prediction model for evaluating the risk of diabetes mellitus(DM)in community by application of decision tree with data from health records.
这些啮齿动物模型的糖尿病被认为是高度预测的效果在人类中。
These rodent models of diabetes are considered highly predictive of efficacy in humans.
以临床应用性能(ROC)曲线下的面积比较预测患2型糖尿病的各种模型的预测效能。
The discriminatory power of various prediction models for development of type 2 diabetes was tested with the area under the receiver-operating characteristic (ROC) curve.
模型还假定肥胖率、糖尿病预防和糖尿病治疗并无变化，Huang博士认为若肥胖率上升，则实际情况较模型所预测的更为严重。
It also assumes that no progress is made in terms of rates of obesity, diabetes prevention and diabetes care. If obesity levels rise, Huang said, the model may actually underestimate the problem.
模型还假定肥胖率、糖尿病预防和糖尿病治疗并无变化，Huang博士认为若肥胖率上升，则实际情况较模型所预测的更为严重。
It also assumes that no progress is made in terms of rates of obesity, diabetes prevention and diabetes care. If obesity levels rise, Huang said, the model may actually underestimate the problem.
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