perClass Documentation
version 5.1 (31-May-2017)

perClass Matlab Toolbox Interface

Table of contents

1. Examples and help ↩

2. sddata class: Handling data sets ↩

2.1. Data subsets ↩

2.2. Interactive data visualization ↩

2.3. Handling data set labels ↩

2.4. Handling data set feature labels ↩

2.5. Handling data set properties ↩

2.6. Operations on data sets ↩

3. sdlab class: Handling labels, decisions and indexed properties ↩

4. sdlist class: List of categories ↩

5. Feature extraction ↩

6. sdppl class: Pipelines and classifiers ↩

6.1. Constructing and using pipelines ↩

6.2. Dimensionality reduction and data representation ↩

6.3. Classifiers (models) ↩

6.4. High-level classifier tools ↩

7. sdroc class: ROC analysis and evaluation ↩

7.1. Performing ROC analysis; accessing operating points and performance estimates ↩

7.2. Selecting a specific operating point ↩

7.3. Evaluation and performance testing ↩

8. sdalg class: Custom algorithms ↩

9. sddb class: SQLite database object ↩

10. sdsql class: SQLite database query ↩