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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 literature 2. Find dataset 3. Preprocess data 4. Create classifiers 5. Optimize classifiers 6. Analyze results
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Page 1: Machine(Learning(Algorithm(Analysis( for(the(Diagnosis ...Neural Net svM ML Algorithm Accuracy on T Rando ML Algorith st 8 ayes 2D matrix ID matrix 123 ID matrix (numerical version)

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

Page 2: Machine(Learning(Algorithm(Analysis( for(the(Diagnosis ...Neural Net svM ML Algorithm Accuracy on T Rando ML Algorith st 8 ayes 2D matrix ID matrix 123 ID matrix (numerical version)

Normal Well-­Defined  Mass

Page 3: Machine(Learning(Algorithm(Analysis( for(the(Diagnosis ...Neural Net svM ML Algorithm Accuracy on T Rando ML Algorith st 8 ayes 2D matrix ID matrix 123 ID matrix (numerical version)

Methodology

Page 4: Machine(Learning(Algorithm(Analysis( for(the(Diagnosis ...Neural Net svM ML Algorithm Accuracy on T Rando ML Algorith st 8 ayes 2D matrix ID matrix 123 ID matrix (numerical version)
Page 5: Machine(Learning(Algorithm(Analysis( for(the(Diagnosis ...Neural Net svM ML Algorithm Accuracy on T Rando ML Algorith st 8 ayes 2D matrix ID matrix 123 ID matrix (numerical version)

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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