創新網絡就在眼前
千里之行 始於足下

Building and Managing Innovation Networks

Precision

A good article for AI related precision and recall

http://www.cnblogs.com/bluepoint2009/archive/2012/09/18/precision-recall-f_measures.html

例如:

  • Nodule detection: 59.80% @Recall1
  • Malignancy detection: 68.71% @Recall1
  • Recall tells us the percentage of nodules the algorithm catches, given a set number of false alarms. For instance, 60% for Recall@1 means it would catch 60% of tumors, with one false alarm per scan allowed. For the malignancy algorithm, its simply the percent of correctly identified nodules.

  • https://qz.com/1377825/we-trained-an-algorithm-to-detect-cancer-in-just-two-hours/