Statistical learning problems

DATASCI 415: Statistical Learning and Data Mining

University of Michigan

including slides by Gareth James, Daniela Witten, Trevor Hastie, Rob Tibshirani, Jonathan Taylor

Statistical learning problems

  1. Classify recorded phonemes based on features from log-periodograms
  2. Assess the risk of heart attack from demographic, diet, and clinical measurements
  3. spam detection
  4. handwritten digits recognition
  5. Classify cancer tissue samples from gene expression profiles
  6. Investigate the relationship between salary and demographic variables in population survey data
  7. Classify the pixels in LANDSAT image by usage

Statistical learning problems

  1. Classify recorded phonemes based on features from log-periodograms
  2. Assess the risk of heart attack from demographic, diet, and clinical measurements
  3. spam detection
  4. handwritten digits recognition
  5. Classify cancer tissue samples from gene expression profiles
  6. Investigate the relationship between salary and demographic variables in population survey data
  7. Classify the pixels in LANDSAT image by usage

Statistical learning problems

  1. Classify recorded phonemes based on features from log-periodograms
  2. Assess the risk of heart attack from demographic, diet, and clinical measurements
  3. spam detection
  4. handwritten digits recognition
  5. Classify cancer tissue samples from gene expression profiles
  6. Investigate the relationship between salary and demographic variables in population survey data
  7. Classify the pixels in LANDSAT image by usage

Statistical learning problems

  1. Classify recorded phonemes based on features from log-periodograms
  2. Assess the risk of heart attack from demographic, diet, and clinical measurements
  3. spam detection
  4. handwritten digits recognition
  5. Classify cancer tissue samples from gene expression profiles
  6. Investigate the relationship between salary and demographic variables in population survey data
  7. Classify the pixels in LANDSAT image by usage

Statistical learning problems

  1. Classify recorded phonemes based on features from log-periodograms
  2. Assess the risk of heart attack from demographic, diet, and clinical measurements
  3. spam detection
  4. handwritten digits recognition
  5. Classify cancer tissue samples from gene expression profiles
  6. Investigate the relationship between salary and demographic variables in population survey data
  7. Classify the pixels in LANDSAT image by usage

Statistical learning problems

  1. Classify recorded phonemes based on features from log-periodograms
  2. Assess the risk of heart attack from demographic, diet, and clinical measurements
  3. spam detection
  4. handwritten digits recognition
  5. Classify cancer tissue samples from gene expression profiles
  6. Investigate the relationship between salary and demographic variables in population survey data
  7. Classify the pixels in LANDSAT image by usage