Installation | Overview | Case Study: Diagnosing Asthma | Quick Start: crossValidate Function | Data Integration with crossValidate | A More Detailed Look at ClassifyR | Comparison to Existing Classification Frameworks | Provided Functionality | Provided Methods for Feature Selection and Classification | Provided Meta-feature Methods | Fine-grained Cross-validation and Modelling Using runTests | runTests Driver Function of Cross-validated Classification | Evaluation of a Classification | Comparison of Different Classifications | Generating a ROC Plot | Other Use Cases | Using an Independent Test Set | Cross-validating Selected Features on a Different Data Set | Parameter Tuning | Summary | References

Introduction | New Model Building Function Requirements | Input Data Types | Registering the Function | Documenting the Function | Incorprating Changes into the Package | Feature Ranking and Selection | Model Training Function | Extractor Functions | Model Prediction Function | New Model Evaluation Function Requirements | Coding Style