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# Tension Board 2: Predicting Climbing Route Difficulty from Board Data
-I recently got into *board climbing*, and have been enjoying using the Tension Board 2. I've been climbing on the 12ftx12ft (mirrored) that is available at my local gym, and I've never felt that the phrase "*it hurts so good*" would be so apt. As such, I decided to do an in depth analysis of available data. See also an analysis of the Kilter Board.
+I recently got into *board climbing*, and have been enjoying using the Tension Board 2. I've been climbing on the 12ftx12ft (mirrored) that is available at my local gym, and I've never felt that the phrase "*it hurts so good*" would be so apt. As such, I decided to do an in depth analysis of available data. See also an analysis of the Kilter Board.

@@ -343,7 +343,7 @@ The model can still predict subgrades (e.g., V3 contains 6a and 6a+), but it is
# Future Work
-* ~~Kilter Board analysis~~
+* ~~Kilter Board analysis~~
* A unified approach to grade prediction across boards
* Test other models
* Better spatial features