ESC-50 Audio Classification Results
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BASELINE CNN14:
  Test Accuracy:    70.50%
  Val Accuracy:     80.31%
  Parameters:       1,577,394
  Epochs Trained:   116

PERFORATED AI CNN14:
  Test Accuracy:    75.00%
  Val Accuracy:     85.00%
  Parameters:       4,733,392
  Epochs Trained:   200
  Dendrites Added:  2

IMPROVEMENT:
  Accuracy Improvement: +4.50%
  Error Reduction:      15.25%
  Parameter Increase:   +200.1%