******ZHANG_RETCAM320170803174040.txt****** ---- Misclassified Files (filename, truth, label)--- 92020d6b3b277d50f6ac8ac67d1c9048.png False True d60e869c82c2c1a02aa2e6a44c466a20.png False True 1126231e7538d291b65b3fb6daf78e61.png True False 13501df78abee169c4bd554516707664.png True False 43a68dabd37b29e4f82bbdeb4e1b876b.png True False 4610afe938e7b66dc3451bf0f8894e33.png True False 7033a3fb6c8e4f0031fb4b81150ae4cc.png True False c9071976aa80e3252035fe01361ceb78.png True False d54b1510584c65368eaba8759e498dcc.png True False population: 1727 P: 155 N: 1572 PositiveTest: 150 NegativeTest: 1577 TP: 148 TN: 1570 FP: 2 FN: 7 TPR: 0.954838709677 TNR: 0.998727735369 PPV: 0.986666666667 NPV: 0.995561192137 FPR: 0.00127226463104 FDR: 0.0133333333333 FNR: 0.0451612903226 ACC: 0.99478865084 F1_score: 0.970491803279 MCC: 0.967791055727 informedness: 0.953566445046 markedness: 0.982227858804 prevalence: 0.0897510133179 LRP: 750.503225806 LRN: 0.0452188206287 DOR: 16597.1428571 FOR: 0.00443880786303 ******ZENG_8L-HZB-220170803141821.txt****** ---- Misclassified Files (filename, truth, label)--- a5d5e1df63e25ce8d4e6c82d5c1e493c.jpg False True b2e0a7d0dc5fc20cfac6a8aad9f825fa.jpg False True dc09b597cce8a995ce19f40a31a79a8e.png False True 1126231e7538d291b65b3fb6daf78e61.png True False 13501df78abee169c4bd554516707664.png True False 43a68dabd37b29e4f82bbdeb4e1b876b.png True False 4e227187378ea685f4ac28e5fb3e66f6.png True False 533df56ca8a004d8aa6af3cbd83e330a.png True False 5c12336d67709ab1bb13ad1250fa2144.png True False 5cbd7fcf8b7d9d003d83eba3c1fc5c5f.png True False 5f1ec19d70964c460dfa112b366ee4d3.jpg True False 6f7fac4e5bd3d3902f616f882d45db6f.png True False 7033a3fb6c8e4f0031fb4b81150ae4cc.png True False 70862f4d6850fd9ecb832075d3470072.png True False 96ff65c40f206fead9ba541b655b7ef5.png True False bc504a56d7c9a1bf18bb45930fe21081.png True False c9071976aa80e3252035fe01361ceb78.png True False cfa386d0d7b527e71d5c343e6769f610.png True False d35cfbc33f34d941777ad308e307d641.png True False d54b1510584c65368eaba8759e498dcc.png True False population: 1720 P: 154 N: 1566 PositiveTest: 140 NegativeTest: 1580 TP: 137 TN: 1563 FP: 3 FN: 17 TPR: 0.88961038961 TNR: 0.998084291188 PPV: 0.978571428571 NPV: 0.989240506329 FPR: 0.00191570881226 FDR: 0.0214285714286 FNR: 0.11038961039 ACC: 0.988372093023 F1_score: 0.931972789116 MCC: 0.926888076644 informedness: 0.887694680798 markedness: 0.967811934901 prevalence: 0.0895348837209 LRP: 464.376623377 LRN: 0.11060149064 DOR: 4198.64705882 FOR: 0.0107594936709 ******CHEN_DESKTOP-C7O8G5I20170802183814.txt****** ---- Misclassified Files (filename, truth, label)--- 3f3ab9e95561d188a251e4e5d4d7eca8.png False True 4db4cdef962c2b2a543a4f5aadb88ab0.png False True 8f5b5169e793c936cc3e9ce2b0b01aad.png False True 8feee4910b54a4894eaf785e3e36d4ba.jpg False True 91ce210dc10b89396443404ae7623d84.png False True 9448c1214598452f20088e92015ae589.png False True a5d5e1df63e25ce8d4e6c82d5c1e493c.jpg False True d886557f1693a94305fb4297fd46a63e.png False True 1126231e7538d291b65b3fb6daf78e61.png True False 13501df78abee169c4bd554516707664.png True False 5724ece09eaa91a12603e7bcb45c6c08.png True False 5cbd7fcf8b7d9d003d83eba3c1fc5c5f.png True False 7033a3fb6c8e4f0031fb4b81150ae4cc.png True False 96ff65c40f206fead9ba541b655b7ef5.png True False 980e048d8e95b0dec0f4b957380e23da.png True False b283c4324964cca9643dfbec99edcecb.png True False bc504a56d7c9a1bf18bb45930fe21081.png True False c9071976aa80e3252035fe01361ceb78.png True False cfa386d0d7b527e71d5c343e6769f610.png True False d54b1510584c65368eaba8759e498dcc.png True False eac8bc1495d55ea695734c31d9fee2cf.png True False f79783415a3325ed5a0092a35e93bcd6.png True False population: 1732 P: 155 N: 1577 PositiveTest: 149 NegativeTest: 1583 TP: 141 TN: 1569 FP: 8 FN: 14 TPR: 0.909677419355 TNR: 0.994927076728 PPV: 0.946308724832 NPV: 0.991156032849 FPR: 0.00507292327204 FDR: 0.0536912751678 FNR: 0.0903225806452 ACC: 0.987297921478 F1_score: 0.927631578947 MCC: 0.920888068506 informedness: 0.904604496083 markedness: 0.937464757681 prevalence: 0.0894919168591 LRP: 179.32016129 LRN: 0.0907831164292 DOR: 1975.25892857 FOR: 0.00884396715098 ******WU_8L-HZB-220170802173250.txt****** ---- Misclassified Files (filename, truth, label)--- 21fd8a27717704cb39c0edfee8e47aee.jpg False True 3cbb067737fb6bd9c92cc5ab6949f70c.png False True 4489448d356473ac4f726661557e9cbf.jpg False True 4e8626c850ae2e335b678f4e3befec35.png False True 6106aca54c5c060027fe50e71b38259f.png False True 62bdf39a9c41f207ad27105030f49643.png False True 76025d885e981cb8c6d568d334858fae.png False True 92020d6b3b277d50f6ac8ac67d1c9048.png False True b6c4c5870c62d6c1e68c95b1d3d6797e.jpg False True bf16fae5ae26e96cdd52ecc0eb400b16.jpg False True c936f56ad121607de8e3b9407dd47873.png False True d1d3be36d3a64a331704a99e84eb542f.png False True d60e869c82c2c1a02aa2e6a44c466a20.png False True e570ef218927f99afec88e41afcc641d.jpg False True eafa058215bd5c674223df98d96e1dd6.png False True eef210d93431e96948cfc9c0ac4acefb.png False True f72ee53eac6498fadf701f5a71bcfe8f.png False True 1126231e7538d291b65b3fb6daf78e61.png True False 13501df78abee169c4bd554516707664.png True False 5724ece09eaa91a12603e7bcb45c6c08.png True False cfa386d0d7b527e71d5c343e6769f610.png True False population: 1728 P: 155 N: 1573 PositiveTest: 168 NegativeTest: 1560 TP: 151 TN: 1556 FP: 17 FN: 4 TPR: 0.974193548387 TNR: 0.989192625556 PPV: 0.89880952381 NPV: 0.997435897436 FPR: 0.0108073744437 FDR: 0.10119047619 FNR: 0.0258064516129 ACC: 0.987847222222 F1_score: 0.934984520124 MCC: 0.929209582004 informedness: 0.963386173943 markedness: 0.896245421245 prevalence: 0.0896990740741 LRP: 90.1415559772 LRN: 0.0260883987064 DOR: 3455.23529412 FOR: 0.0025641025641 ******TIAN_8L-HZB-220170803195744.txt****** ---- Misclassified Files (filename, truth, label)--- 4db4cdef962c2b2a543a4f5aadb88ab0.png False True 4f2d89e63ce6e71070c275998f826234.png False True a5d5e1df63e25ce8d4e6c82d5c1e493c.jpg False True b620b7cd6e8f7e633c7741c59bf80921.png False True fef5723e5aae3f9c96f51b7a78879406.jpg False True 1126231e7538d291b65b3fb6daf78e61.png True False 13501df78abee169c4bd554516707664.png True False 30156812db36dcd2ce5bafdc87a93cb1.png True False 43a68dabd37b29e4f82bbdeb4e1b876b.png True False 96ff65c40f206fead9ba541b655b7ef5.png True False b283c4324964cca9643dfbec99edcecb.png True False bc504a56d7c9a1bf18bb45930fe21081.png True False c9071976aa80e3252035fe01361ceb78.png True False cfa386d0d7b527e71d5c343e6769f610.png True False d54b1510584c65368eaba8759e498dcc.png True False population: 1727 P: 155 N: 1572 PositiveTest: 150 NegativeTest: 1577 TP: 145 TN: 1567 FP: 5 FN: 10 TPR: 0.935483870968 TNR: 0.996819338422 PPV: 0.966666666667 NPV: 0.99365884591 FPR: 0.00318066157761 FDR: 0.0333333333333 FNR: 0.0645161290323 ACC: 0.991314418066 F1_score: 0.950819672131 MCC: 0.946210630586 informedness: 0.93230320939 markedness: 0.960325512577 prevalence: 0.0897510133179 LRP: 294.116129032 LRN: 0.064721987772 DOR: 4544.3 FOR: 0.00634115409004 ******** Summary ******* Expert TPR \FPR PPV TNR F1_score MCC informednessn ZHANG_RETCAM320170803174040.txt 0.954838709677 0.00127226463104 0.986666666667 0.998727735369 0.970491803279 0.967791055727 0.953566445046 ZENG_8L-HZB-220170803141821.txt 0.88961038961 0.00191570881226 0.978571428571 0.998084291188 0.931972789116 0.926888076644 0.887694680798 CHEN_DESKTOP-C7O8G5I20170802183814.txt 0.909677419355 0.00507292327204 0.946308724832 0.994927076728 0.927631578947 0.920888068506 0.904604496083 WU_8L-HZB-220170802173250.txt 0.974193548387 0.0108073744437 0.89880952381 0.989192625556 0.934984520124 0.929209582004 0.963386173943 TIAN_8L-HZB-220170803195744.txt 0.935483870968 0.00318066157761 0.966666666667 0.996819338422 0.950819672131 0.946210630586 0.93230320939