Package: writeAlizer 1.7.4

Background | Choose a model | Installing writeAlizer | Optional model dependencies | Development version | Quick start | Try the workflow without downloads | Importing data | How text IDs are handled | Predicting writing quality | ReaderBench and Coh-Metrix results | GAMET results | Comparing scores across groups of texts | Save your results | Available models at a glance (with references) | ReaderBench | Coh-Metrix | GAMET and the offline demonstration | Working with the model download cache | Troubleshooting | Setting up the analysis programs | Preparing your analysis files | File format and Windows encodings | Detecting File Encoding | Converting to UTF-8 | Processing Files in ReaderBench | Setting the Java Path in Windows | Processing Files in Coh-Metrix | Processing Files in GAMET | References

How to use this reference | Recommended Models for Use | Scoring Model Development | Predictive Algorithms and R Packages Used | Steps | 1. Import Data | 2. Pre-Process Data | 3. Determine Optimal Tuning Parameters | 4. Final/Optimal Model for each Algorithm | 5. Estimate an Ensemble Model to Combine the Algorithms | 6. Generate Predicted Quality Scores from each Ensemble | 7. Average Scores to get Final Predicted Quality Scores | ReaderBench Model 1 | General Description | ReaderBench Model 1a | Algorithm Weightings in Ensemble | Metric Importance in Each Algorithm and Ensemble | ReaderBench Model 1b | ReaderBench Model 1c | ReaderBench Model 1d | Proportion of Variance by Varimax Rotated Component (RC) | Varimax Rotated Loadings | ReaderBench Model 1e | ReaderBench Model 1f | ReaderBench Model 2 | ReaderBench Model 2a | ReaderBench Model 2b | ReaderBench Model 2c | ReaderBench Model 3 | ReaderBench Model 3narr | ReaderBench Model 3exp | ReaderBench Model 3per | Coh-Metrix Model 1 | Coh-Metrix Model 1a | Coh-Metrix Model 1b | Coh-Metrix Model 1c | Coh-Metrix Model 1d | Coh-Metrix Model 1e | Coh-Metrix Model 1f | Coh-Metrix Model 2 | Coh-Metrix Model 2a | Coh-Metrix Model 2b | Coh-Metrix Model 2c | Coh-Metrix Model 3 | CohMetrix Model 3narr | Coh-Metrix Model 3exp | Coh-Metrix Model 3per | Automated Written Expression CBM (aWE-CBM) Model 1 | Correct Word Sequences Model | Correct Minus Incorrect Word Sequences Model | References