This official extension to ASReview LAB extends the software with tools for plotting and extracting the statistical results of several performance metrics. The extension is especially useful in combination with the simulation functionality of ASReview LAB.
The ASReview Insights extension is useful for measuring the performance of active learning models on collections of binary labeled text. The extension can be used after performing a simulation study that involves mimicking the screening process with a specific model. As it is already known which records are labeled relevant, the simulation can automatically reenact the screening process as if a screener were using active learning. The performance of one or multiple models can be measured by different metrics and the ASReview Insights extension can plot or compute the values for such metrics from ASReview project files.