Changes between Version 91 and Version 92 of Other/Summer/2025/mlCoexist
- Timestamp:
- Jul 17, 2025, 2:59:53 PM (10 days ago)
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Other/Summer/2025/mlCoexist
v91 v92 127 127 * Performed cross-validation to ensure the models were not overfitting 128 128 * Both the CNN and SVM achieved over 95% accuracy, correctly labeling each graph as either 0 = clean or 1 = RFI 129 [[Image(https://www.orbit-lab.org/raw-attachment/wiki/Other/Summer/2025/mlCoexist/SVM.png, 55%)]] 129 [[Image(https://www.orbit-lab.org/raw-attachment/wiki/Other/Summer/2025/mlCoexist/SVM.png, 42%)]] 130 [[Image(https://www.orbit-lab.org/raw-attachment/wiki/Other/Summer/2025/mlCoexist/CNN%20pred.png, 50%)]] 130 131 - Continued obtaining data from transition band (100 additional rows: 1413.5mHz(fc0), 1453.5mHz(fc4) 131 132 - Created a mathematical pipeline to estimate brightness temperature(K) based on total transmitting power(W)