Description: 这个是我自己编写的基于混沌自适应粒子群优化支持向量机用于分类的matlab程序，本程序以心脏病的诊断为例，得出了非常好的效果！主要贡献在于解决了支持向量机参数人为选取随意性大且效果好坏不稳定的难题！-This is what I have written based on adaptive chaotic particle swarm optimization of support vector machine for classification of matlab procedures, the procedures to diagnose heart disease as an example, draw a very good results! The main contribution is to solve the support vector machine parameters of artificial selection and the effect of arbitrary mixed instability problems! Platform: |
Size: 6144 |
Author:张建 |
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Description: This function calculate the performance, based on Bayes theorem, of a clinical test. The input is based on a 2x2 matrix (true positive, false positives false negative, true negatives).
The Outputs are:
- Prevalence of disease
- Test Sensibility with 95 confidence interval
- Test Specificity with 95 confidence interval
- False positive and negative proportions
- Youden s Index
- Matthews Correlation Coefficient
- Number needed to Diagnose (NDD)
- Discriminant Power
- Test Accuracy
- Mis-classification Rate
- Positive predictivity
- Negative predictivity
- Positive Likelihood Ratio
- Negative Likelihood Ratio
- Test bias
- Diagnostic odds ratio
- Error odds ratio-This function calculate the performance, based on Bayes theorem, of a clinical test. The input is based on a 2x2 matrix (true positive, false positives false negative, true negatives).
The Outputs are:
- Prevalence of disease
- Test Sensibility with 95 confidence interval
- Test Specificity with 95 confidence interval
- False positive and negative proportions
- Youden s Index
- Matthews Correlation Coefficient
- Number needed to Diagnose (NDD)
- Discriminant Power
- Test Accuracy
- Mis-classification Rate
- Positive predictivity
- Negative predictivity
- Positive Likelihood Ratio
- Negative Likelihood Ratio
- Test bias
- Diagnostic odds ratio
- Error odds ratio Platform: |
Size: 3072 |
Author:Rafal |
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Description: 病虫害分类用,用来进行病害虫分类的MATLAB程序-Pest and disease classification used, the classification used for pest MATLAB program Platform: |
Size: 4096 |
Author:丁硕 |
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Description: 自己2011年12月的神经网络作业，利用神经网络训练：
自组织竞争网络在模式分类中的应用
—患者的某病的发病预测-December 2011, the neural network operation, the use of neural network training: self-organizing competitive network for pattern classification- in patients with the incidence of a disease forecasting Platform: |
Size: 20480 |
Author:稂龙亚 |
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Description: Leaf disease detection and classification in matlab..i t contains input images. it can classify well with a disease name. it needs to be improved in matlab Platform: |
Size: 691200 |
Author:malathimalathi |
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Search - disease classification matlab