• Intro
  • Inspect missing data
  • Predicting Sex
    • Model Selection and Validation
    • Predict missing
    • Inspect selected features
    • Detect outliers
  • Predicting Age
    • Model selection and Validation
    • Predict missing
    • Inspect selected features
    • Detect outliers
  • Predict white blood cell composition
    • Model fitting and model selection
    • Evaluate predictions
  • Predicting Smoking
    • Model Selection and Validation
    • Predict missing
    • Inspect selected features
    • Try out sparklyr

Predicting Sex

Predicting Age

Model selection and Validation

First we need to find out which algorithm and which number of features to use:

some diagnostic plots:

Predict white blood cell composition

Evaluate predictions

Predicting Smoking