machine(learning(algorithm(analysis( for(the(diagnosis ...neural net svm ml algorithm accuracy on t...
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Machine Learning Algorithm Analysis for the Diagnosis of Breast Cancer
Which machine learning algorithms produce the greatest accuracy for the diagnosis of breast cancer?
Ideas
Methodology Findings
● 1 in 8 women are diagnosed with breast cancer● Machine learning can implement general
functions by learning from data● ML has enormous potential in medicine
1. Read literature2. Find dataset3. Preprocess data4. Create classifiers5. Optimize classifiers6. Analyze results
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Normal Well-Defined Mass
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Methodology
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Machine Learning Algorithm Analysis for the Diagnosis of Breast Cancer
Which machine learning algorithms produce the greatest accuracy for the diagnosis of breast cancer?
Ideas
Methodology Findings
● 1 in 8 women are diagnosed with breast cancer● Machine learning can implement general
functions by learning from data● ML has enormous potential in medicine
1. Read literature2. Find dataset3. Preprocess data4. Create classifiers5. Optimize classifiers6. Analyze results