Changes between Version 90 and Version 91 of Other/Summer/2025/mlCoexist

Timestamp:

Jul 17, 2025, 2:09:32 PM (10 days ago)

Author:

aw1086

Comment:

—

Other/Summer/2025/mlCoexist

@@ -126 +126 @@
  2. Developed an SVM baseline to assess the efficiency of the CNN approach (address potential underutilization of the neural network) 
       * Performed cross-validation to ensure the models were not overfitting 
-      * Both the CNN and SVM achieved over 95% accuracy
+      * Both the CNN and SVM achieved over 95% accuracy, correctly labeling each graph as either 0 = clean or 1 = RFI
+[[Image(https://www.orbit-lab.org/raw-attachment/wiki/Other/Summer/2025/mlCoexist/SVM.png, 55%)]]
 - Continued obtaining data from transition band (100 additional rows: 1413.5mHz(fc0), 1453.5mHz(fc4)
 - Created a mathematical pipeline to estimate brightness temperature(K) based on total transmitting power(W)