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  • True Positives (TP) 415
  • False Positives (FP) 1,012
  • False Negatives (FN) (Calculated using 96% Recall) 17 Target plates that were missed.
  • Precision TP / (TP + FP) 29.1% When it hits, it’s wrong most of the time.
  • Recall (Assumed from Global Acc.) 96.0% It successfully catches almost all targets.

That’s the problem if you are fishing for a very small number of targets out of an absolutely bonkers large pool of potential targets - at some point your false positives start becoming more and more prevalent than actual positives. That is simply statistics and if flock can’t improve the global accuracy by some exponents, this problem will grow.

Edited
  • True Positives (TP) 415
  • False Positives (FP) 1,012
  • False Negatives (FN) (Calculated using 96% Recall) 17 Target plates that were missed.
  • Precision TP / (TP + FP) 29.1% When it hits, it’s wrong most of the time.
  • Recall (Assumed from Global Acc.) 96.0% It successfully catches almost all targets.

That’s the problem if you are fishing for a very small number of targets out of an absolutely bonkers large pool of potential targets - at some point your false positives start becoming more and more prevalent than actual positives.

Edited
  • True Positives (TP) (Calculated) 415
  • False Positives (FP) (Calculated) 1,012
  • False Negatives (FN) (Calculated using 96% Recall) 17 Target plates that were missed.
  • Precision TP / (TP + FP) 29.1% When it hits, it’s wrong most of the time.
  • Recall (Assumed from Global Acc.) 96.0% It successfully catches almost all targets.

That’s the problem if you are fishing for a very small number of targets out of an absolutely bonkers large pool of potential targets - at some point your false positives start becoming more and more prevalent than actual positives.

Original
  • True Positives (TP) (Calculated) 415
  • False Positives (FP) (Calculated) 1,012
  • False Negatives (FN) (Calculated using 96% Recall) 17 Target plates that were missed.
  • Precision TP / (TP + FP) 29.1% When it hits, it’s wrong most of the time.
  • Recall (Assumed from Global Acc.) 96.0% It successfully catches almost all targets.