Machine learning code

Code comparing six different machine learning algorithms used for analysis of miscarriage cases in the SweMaMi study

• svmRadial
• Elastic Net
• classic Random Forest
• Ranger Random Forest
• Neural Networks with feature extraction
• k-Nearest Neighbor

This version was used to analyze questionnaire variables, but the same approach was used for microbiome variables

Includes five random test cohorts to account for low power