Model vs Ground Truth( Doctors)
Doctors Information: Dcotor 1: Dr. Md. Siddiqur Rahman Doctor 2: Dr. Md. Monirul Islam, Assistant registrar. Medicine
ID | Doctor 1/Ground Truth | Doctor 2 | Doctor 3 | Model 101 decision | Model 101 | Model 50 |
---|---|---|---|---|---|---|
1 | No | No | Yes | Yes | [0.05434484 0.03997739] | [0.06444038 0.04550662] |
2 | No | No | No | No | [0.01149385] | [0.01146914] |
3 | No | Yes | Yes | Yes | [0.10963538] | [0.10858184 0.01893959] |
4 | Yes | No | Yes | No | [0.01147233] | [0.01343356] |
5 | Yes | No | Yes | Yes | [0.03179115 0.01558736] | [0.04054807 0.03643332] |
6 | Yes | No | No | No | [0.01163642] | [0.01613495 0.01383414] |
7 | No | No | Yes | No | [0.01153865] | [0.01141633 0.01056041] |
8 | No | No | No | No | [0.01148251] | [0.013544 0.0133288] |
9 | No | Yes | Yes | No | [0.02063002 0.01979184] | [0.03899356 0.02838488] |
10 | Yes | No | No | No | [0.01401881] | [0.01853184 0.01451668] |
11 | No | No | Yes | No | [0.02950445] | [0.01957837] |
12 | Yes | No | No | No | [0.02964436 0.02764994] | [0.06723159 0.03700228] |
13 | No | No | No | [0.01137627] | [0.01279607 0.01002992] | |
14 | Yes | Yes | Yes | Yes | [0.05851715 0.0346497 ] | [0.05773539 0.04781168] |
15 | No | No | Yes | No | [0.0114206] | [0.01267168] |
16 | Yes | Yes | Yes | No | [0.02044612 0.0144741 ] | [0.0359267 0.02526328] |
17 | No | Yes | Yes | Yes | [0.05495206 0.03664734] | [0.04648144 0.03360939] |
18 | No | No | No | No | [0.01493053 0.01057314] | [0.02675395 0.02385536] |
19 | No | No | No | No | [0.01442822 0.01132422] | [0.01999639 0.01779638] |
20 | No | No | Yes | No | [0.01708053 0.01681822] | [0.02856571 0.01735566] |
21 | No | No | Yes | No | [0.01137794] | [0.02277424] |
22 | No | No | Yes | Yes | [0.0502771 0.01189935] | [0.0771649 0.01792514 0.01691331] |
23 | No | No | No | No | [0.02424125] | [0.02970536 0.01338685] |
24 | Yes | Yes | Yes | Yes | [0.5018593] | [0.11501857 0.06161056 0.04650594] |
25 | No | No | No | No | [0.01585709 0.01388472] | [0.02147741 0.01872086 0.01002691] |
26 | Yes | No | No | No | [0.0145656] | [0.0236244 0.01044619] |
27 | No | No | Yes | No | [0.02109007 0.02073863] | [0.03101365 0.02534084 0.01182753] |
28 | No | [0.0200253 0.01682125 0.01005746] | [0.02607761 0.02257344 0.02066863 0.01223147] | |||
29 | Yes | No | No | [0.01568297 0.01127546 0.01093413] | [0.02077691 0.01790001 0.01378011] | |
30 | No | [0.01431527 0.01262563] | [0.02380693 0.01558477] | |||
31 | Yes | Yes | Yes | No | [0.01932453 0.010761 ] | [0.02803339 0.01622462 0.01558292 0.01305247] |
32 | No | No | Yes | No | [0.01146842] | [0.01382416 0.01047604] |
33 | No | No | No | No | [0.01166463] | [0.01813819 0.01120183] |
34 | Yes | Yes | Yes | No | [0.02675596 0.01266234] | [0.03541861 0.02099819] |
35 | Yes | No | Yes | No | [0.01594415] | [0.02836889] |
36 | No | No | Yes | No | [0.01716449 0.01140353 0.01071279 0.01018006] | [0.03167735 0.02659847 0.01477077] |
37 | No | No | No | No | [0.01678562 0.0107107 ] | [0.02276822 0.02255418] |
38 | Yes | Yes | Yes | No | [0.02955395 0.02750213] | [0.04535438 0.0298366 ] |
39 | Yes | Yes | Yes | No | [0.16982955] | [0.09592748 0.03388903] |
40 | Yes | No | No | No | [0.01244828 0.01213486] | [0.01807668 0.01742711] |
41 | No | No | Yes | No | [0.01504817 0.01297727] | [0.0233125 0.02071669 0.01367492] |
42 | Yes | No | Yes | Yes | [0.09017373] | [0.06023845 0.01921747 0.01436724] |
43 | No | Yes | No | [0.01689491 0.0122137 ] | [0.01434722 0.01176011 0.01066051] | |
44 | Yes | No | Yes | No | [0.02377097 0.01961929] | [0.03377766 0.02168624 0.01091755] |
45 | Yes | Yes | Yes | Yes | [0.09977843 0.04091572 0.03666335] | [0.06229378 0.06033183] |
46 | No | No | Yes | Yes | [0.04488777 0.01776787] | [0.04511826 0.0442538 ] |
47 | No | No | Yes | No | [0.01162872] | [0.01870041 0.01462583 0.01012833] |
48 | No | Yes | Yes | No | [0.02550372 0.02057204] | [0.02671019 0.02296755 0.01393036] |
49 | Yes | No | Yes | No | [0.02918007 0.0275187 ] | [0.03249119 0.02367167] |
50 | No | No | Yes | No | [0.01289975 0.01273897] | [0.02123265 0.016115 0.01065661] |
51 | No | Yes | Yes | No | [0.01615769 0.01221285] | [0.02279506 0.0146053 0.01158656] |
52 | No | No | Yes | Yes | [0.03790187 0.01306221] | [0.02371332 0.02205957] |
53 | Yes | No | Yes | No | [0.01206498 0.01085804] | [0.01873304 0.01688448] |
54 | No | Yes | Yes | Yes | [0.09696959 0.03588047] | [0.09891544 0.02499205] |
55 | No | No | No | No | [0.01130561] | [0.01148863] |
56 | No | No | No | No | [0.01564752 0.01399653] | [0.02408266 0.01389413 0.01151583] |
57 | No | No | No | No | [0.01167941] | [0.01496995 0.01479842 0.01317491 0.01240199] |
58 | No | No | No | No | [0.01709504] | [0.03255641 0.01621654] |
59 | Yes | Yes | Yes | Yes | [0.07517014 0.05191906] | [0.05589151 0.05253375] |
60 | No | No | Yes | No | [0.0252557 0.01472059] | [0.03035506 0.02264902] |
61 | No | Yes | No | [0.01164296] | [0.021626 0.0173551] | |
62 | No | No | No | No | [0.0116521] | [0.0129398] |
63 | No | No | No | No | [0.01514621] | [0.02060064] |
64 | Yes | Yes | Yes | Yes | [0.07707973] | [0.04943246 0.02163291] |
65 | No | No | No | No | [0.01684845 0.01524012] | [0.02759179 0.02312751] |
66 | No | Yes | Yes | No | [0.01323366] | [0.01342227] |
67 | No | Yes | Yes | [0.04814516 0.01824337 0.0104588 ] | [0.03327173 0.02330154 0.01612015] | |
68 | Yes | No | Yes | Yes | [0.06949925 0.06544716] | [0.10507079 0.0745466 ] |
69 | No | No | Yes | No | [0.01857691] | [0.04483577 0.01299859] |
70 | Yes | Yes | Yes | Yes | [0.06067859 0.03211969] | [0.04158574 0.03362336 0.01852211] |
71 | No | No | No | No | [0.02281274 0.01289782] | [0.03449433 0.02773813] |
72 | Yes | Yes | Yes | No | [0.02877378 0.01584229] | [0.07122834 0.02440058] |
73 | No | No | Yes | No | [0.01242509] | [0.0224826 0.01711979 0.01647298] |
74 | No | No | Yes | No | [0.0116591] | [0.01838223 0.01747429] |
75 | No | Yes | No | No | [0.01654521 0.01642664] | [0.03571366 0.03036927] |
76 | No | No | No | No | [0.01536774] | [0.02409894] |
77 | No | No | Yes | No | [0.01824644 0.01397777] | [0.0227178 0.0181961] |
78 | No | Yes | No | No | [0.0142242 0.01076883] | [0.0305265 0.01690329] |
79 | No | No | Yes | No | [0.02897469] | [0.03095593 0.02166997 0.01215805] |
80 | No | No | No | No | [0.01244537] | [0.02619798 0.01727612] |
81 | No | Yes | Yes | No | [0.01601249] | [0.02902626 0.02072867 0.0182638 ] |
82 | No | No | No | No | [0.01157835] | [0.01400272 0.01052422] |
83 | No | No | No | No | [0.01155949] | [0.01584785] |
84 | No | No | No | No | [0.01596213 0.01102473] | [0.03123398 0.0168378 ] |
85 | No | No | No | No | [0.0152902] | [0.02400991 0.02322292] |
86 | No | Yes | Yes | Yes | [0.03069005 0.02707319] | [0.0389296 0.03537144 0.01507082] |
87 | No | No | No | No | [0.01163809] | [0.01311185 0.0130536 ] |
88 | No | No | No | No | [0.01396991 0.01314198] | [0.02189788 0.01443608] |
89 | No | No | No | No | [0.01148207] | [0.01605071] |
90 | No | No | Yes | No | [0.01269152] | [0.03540845] |
91 | No | Yes | Yes | Yes | [0.03806322 0.03115412] | [0.04050647 0.03224883] |
92 | No | No | Yes | No | [0.01495258 0.01330416] | [0.02720962 0.01704363] |
93 | No | No | Yes | No | [0.01736261 0.01191603] | [0.02206465 0.01793656 0.01170953] |
94 | No | No | No | No | [0.01147647] | [0.01234234] |
95 | Yes | No | Yes | Yes | [0.1333271 0.0277493 0.01859532] | [0.04476849 0.04380097 0.01969242] |
96 | No | No | No | No | [0.01168484] | [0.01189672] |
97 | No | Yes | Yes | Yes | [0.03547342 0.03365236] | [0.06945602 0.0497244 ] |
98 | No | No | Yes | Yes | [0.12962389 0.05329726] | [0.15083675 0.07014615] |
99 | No | Yes | Yes | Yes | [0.0338497 0.03171763 0.01875583] | [0.04326658 0.04166162 0.01895708] |
100 | Yes | Yes | Yes | Yes | [0.21301192 0.04760795] | [0.3279679 0.03884977] |
101 | No | No | Yes | No | [0.01222674 0.01211704] | [0.02019148 0.01932815] |
102 | No | No | Yes | No | [0.01161339 0.01108929] | [0.0210053 0.0180314 0.0106857] |
103 | Yes | No | Yes | No | [0.01150235] | [0.02570925 0.01271806 0.01172646] |
104 | No | No | Yes | No | [0.01930751 0.01208098] | [0.03173676 0.02643801 0.01505187 0.01282816] |
105 | No | No | Yes | Yes | [0.03747116 0.03346283] | [0.04802612 0.03814717] |
106 | No | Yes | Yes | Yes | [0.04501541 0.02012848] | [0.06538502 0.01831326] |
107 | No | No | Yes | No | [0.02083422] | [0.0343371 0.01163106] |
108 | No | No | No | No | [0.01134444] | [0.01308697] |
109 | Yes | No | Yes | No | [0.02647691 0.01407599] | [0.03425995 0.0236815 ] |
110 | No | Yes | No | No | [0.02136107 0.01573113] | [0.03572746 0.02811534] |
111 | Yes | No | Yes | Yes | [0.11712057 0.11647475] | [0.13214949 0.1299764 ] |
112 | No | No | No | No | [0.0127257] | [0.01262047] |
113 | No | No | No | No | [0.01146959] | [0.02472608 0.01553128] |
114 | No | No | Yes | No | [0.01150177] | [0.01259719] |
115 | Yes | No | Yes | Yes | [0.05719024 0.0162115 0.01443825] | [0.13581866 0.02880229 0.02295561] |
116 | Yes | No | Yes | No | [0.01163354] | [0.01152266] |
117 | No | No | Yes | Yes | [0.04405678 0.04018077] | [0.08430061 0.03891151] |
118 | No | No | Yes | Yes | [0.04082568 0.01479885] | [0.0624423 0.02644938] |
119 | Yes | Yes | Yes | Yes | [0.27631888 0.14333732] | [0.28052664 0.14016144] |
120 | No | No | No | No | [0.01287179] | [0.02302517 0.01184235] |
121 | Yes | No | Yes | No | [0.01585217 0.01335628] | [0.03589671 0.01611226] |
122 | No | No | Yes | No | [0.01892507 0.01490208] | [0.02976597 0.01906818] |
123 | No | No | No | No | [0.01151631] | [0.0120474] |
124 | No | No | Yes | No | [0.01536709 0.01455235] | [0.02862005 0.01522645] |
125 | No | No | Yes | No | [0.01171663] | [0.01870739 0.0161933 ] |
126 | Yes | No | No | No | [0.02851604] | [0.01487373 0.01048843] |
127 | No | No | No | No | [0.01214555] | [0.01333525] |
128 | No | Yes | Yes | Yes | [0.03018976 0.01925317] | [0.03437753 0.01920482 0.01164582] |
129 | No | Yes | Yes | No | [0.02961832 0.02231906] | [0.03397455 0.03166102 0.02188532] |
130 | No | No | Yes | No | [0.01172167] | [0.01571011 0.01487469] |
131 | No | No | Yes | No | [0.02215471 0.02014132] | [0.04546651 0.02148053 0.01129013] |
132 | No | No | Yes | No | [0.01551186 0.01037518] | [0.0272428 0.01755023] |
133 | No | No | Yes | Yes | [0.03441947 0.02202249] | [0.04007575 0.02364794] |
134 | No | No | Yes | No | [0.02856881 0.01419399] | [0.04339988 0.02270057] |
135 | No | [0.02774245 0.02352438] | [0.05131363 0.03560229] | |||
136 | No | No | Yes | No | [0.0114826] | [0.01126788] |
137 | No | No | No | [0.02290413 0.02252099] | [0.0299483 0.0226928 0.01229613 0.0105649 ] | |
138 | Yes | No | Yes | Yes | [0.34510165 0.08110662] | [0.10410278 0.06090033] |
139 | No | No | No | No | [0.02290413 0.02252099] | [0.0299483 0.0226928 0.01229613 0.0105649 ] |