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Allows user to make comparisons and visualizations of behavior annotations from multiple users using an averaged-rater projection or a chosen rater as a reference; includes useful visualizations and the ability to output a report of errors between each user and the reference dataset.
Allows user to choose a batch of BehDEPOT-analyzed files (with associated hBehavior files) and quickly generate performance statistics and visualizations for each video and average statistics for the entire set.
- Can run in single or batch mode based on the input provided to it
- When run, prompts user to select:
- SINGLE: a directory containing 1 BehaviorDEPOT output folder and 1 associated hB file.
- BATCH: a directory containing other directories in the format for single mode described above.
Allows user to choose a behavior classifier, 1-2 classifier parameters (i.e. thresholds), a range of test values, and a human annotation file to quickly examine effects of chosen values on classifier performance (reporting F1 score and ROC-based AUC values for range of tested parameters)
Allows user to choose 1 or 2 metrics from a BehDEPOT-analyzed file and an associated hBehavior file to sort data by chosen behavior and generates a report comparing the behavior subset to the complete dataset based on the selected Metrics.