Changes between Version 100 and Version 101 of Other/Summer/2024/aiBD

Timestamp:

Jul 29, 2024, 7:20:39 PM (4 months ago)

Author:

bmy25

Comment:

—

Other/Summer/2024/aiBD

@@ -167 +167 @@
 Compared to the less distributed data (~90% accuracy), the model seems to be learning by location rather than motion, as accuracy drops with better location distribution
 
--> Performed a control test. Used single pixel to represent bee instead of blue ellipse. This removes orientation angle and other potential features to be learned. Ideally there should only be location and motion that exist as features.
+-> Performed a control test (see below for results ~55%). Used single pixel to represent bee instead of blue ellipse. This removes orientation angle and other potential features to be learned. Ideally there should only be location and motion that exist as features.
 
 [[Image(unnamed-20.png​, 45%)]]
+
+Further control tests with single-pixel data: Naive-Bayes Probability Classifier (~55%; given x, y coordinates only), Decision Tree Model (~97%; given x, y coordinates only). Decision Tree's Decision Boundary plotted blow:
+
+[[Image(unnamed-19.png​, 45%)]]
+