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Research update #160

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merged 4 commits into from
Nov 18, 2024
Merged

Research update #160

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afee4dc
Adding change point metrics to the Metrics table for implementation i…
RobotPsychologist Nov 18, 2024
53942fe
Merge branch 'main' into research-update
RobotPsychologist Nov 18, 2024
b051820
Added cost functions from Truong et.al 2020, as well as metrics
RobotPsychologist Nov 18, 2024
d77945c
Merge branch 'main' into research-update
RobotPsychologist Nov 18, 2024
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2 changes: 1 addition & 1 deletion 0_meal_identification/meal_identification/references/detector_prioritization.md
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Expand Up @@ -40,7 +40,7 @@
| Metric Type | Description | Math Description |
| - | - | --- |
| Annotation error | Difference between the predicted number of cps and actual cps | $\Delta_{AE}(\mathcal{T}^{*},\hat{\mathcal{T}}):=\|\hat{K} - K^{*}\|$ |
| Hausdorff error | the greatest temporal distance between a chance point and its prediction | $\Delta_{HA}(\mathcal{T}^{*},\hat{\mathcal{T}}):= \max{\{\max_{\hat{t}\in\hat{\mathcal{T}}} \min_{t^{*}\in\mathcal{T}}^{*} \|\hat{t}-t^{*}\|,\max_{t^{*}\in \mathcal{T}^{*}} \min_{\hat{t}\in\hat{\mathcal{T}}}\|\hat{t}-t^{*}\|\}}$ |
| Hausdorff error | the greatest temporal distance between a change point and its prediction | $\Delta_{HA}(\mathcal{T}^{*},\hat{\mathcal{T}}):= \max{\{\max_{\hat{t}\in\hat{\mathcal{T}}} \min_{t^{*}\in\mathcal{T}^{*}} \|\hat{t}-t^{*}\|,\max_{t^{*}\in \mathcal{T}^{*}} \min_{\hat{t}\in\hat{\mathcal{T}}}\|\hat{t}-t^{*}\|\}}$ |
| Rand index | | |
| F1-Score | | |
| | | |
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