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Evaluating a Text Classifier
2 months ago
Why evaluation design matters | Stratified folds | Cross-validation loop | Interpret the metrics | From tutorial to research
textclassificationtutorial 0.1.2
Vladimer Kobayashi
model-evaluation.Rmd
Getting Started with Text Classification
2 months ago
Overview | Extract text from HTML | Segment and normalize | Create document features | Explore similarity | Train a classifier | Reproducible research checklist
textclassificationtutorial 0.1.2
Vladimer Kobayashi
getting-started.Rmd
A Complete Incrementality Analysis
3 months ago
Overview | Prepare group-level data | Inspect experiment-level effects | Estimate the overall effect | Report the result | Working with legacy data
IncrementalityTEST 0.1.1
Vladimer Kobayashi
incrementality-workflow.Rmd