File size: 19,281 Bytes
0048a28
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
indice_teste,classe_real,classe_prevista,confianca_previsao,probabilidade_classe_real,margem_top1_top2,correto,prob_angular_leaf_spot,prob_bean_rust,prob_healthy
0,angular_leaf_spot,angular_leaf_spot,0.9581601619720459,0.9581601619720459,0.9248899221420288,True,0.9581601619720459,0.03327023983001709,0.008569574914872646
1,angular_leaf_spot,angular_leaf_spot,0.9879810214042664,0.9879810214042664,0.9817456775344908,True,0.9879810214042664,0.006235343869775534,0.005783670116215944
2,angular_leaf_spot,angular_leaf_spot,0.9654532670974731,0.9654532670974731,0.9343884997069836,True,0.9654532670974731,0.031064767390489578,0.0034819680731743574
3,angular_leaf_spot,angular_leaf_spot,0.9994015693664551,0.9994015693664551,0.9989907979324926,True,0.9994015693664551,0.00041077143396250904,0.00018769792222883552
4,angular_leaf_spot,angular_leaf_spot,0.9132675528526306,0.9132675528526306,0.8530310280621052,True,0.9132675528526306,0.060236524790525436,0.02649589441716671
5,angular_leaf_spot,angular_leaf_spot,0.983135998249054,0.983135998249054,0.9687376329675317,True,0.983135998249054,0.014398365281522274,0.0024656765162944794
6,angular_leaf_spot,angular_leaf_spot,0.904382586479187,0.904382586479187,0.8141218721866608,True,0.904382586479187,0.09026071429252625,0.005356689915060997
7,angular_leaf_spot,angular_leaf_spot,0.9736412763595581,0.9736412763595581,0.9553676843643188,True,0.9736412763595581,0.018273591995239258,0.00808513630181551
8,angular_leaf_spot,angular_leaf_spot,0.9793116450309753,0.9793116450309753,0.9626254066824913,True,0.9793116450309753,0.004002222791314125,0.01668623834848404
9,angular_leaf_spot,angular_leaf_spot,0.9990905523300171,0.9990905523300171,0.9986243224411737,True,0.9990905523300171,0.00046622988884337246,0.0004431452543940395
10,angular_leaf_spot,angular_leaf_spot,0.9945395588874817,0.9945395588874817,0.9899113834835589,True,0.9945395588874817,0.004628175403922796,0.0008322207140736282
11,angular_leaf_spot,angular_leaf_spot,0.9578099846839905,0.9578099846839905,0.9210864081978798,True,0.9578099846839905,0.03672357648611069,0.005466473754495382
12,angular_leaf_spot,angular_leaf_spot,0.9792192578315735,0.9792192578315735,0.9649341655895114,True,0.9792192578315735,0.014285092242062092,0.006495635956525803
13,angular_leaf_spot,angular_leaf_spot,0.9675263166427612,0.9675263166427612,0.9365389198064804,True,0.9675263166427612,0.030987396836280823,0.0014862067764624953
14,angular_leaf_spot,angular_leaf_spot,0.98466956615448,0.98466956615448,0.9708282547071576,True,0.98466956615448,0.013841311447322369,0.0014890906168147922
15,angular_leaf_spot,angular_leaf_spot,0.9993847608566284,0.9993847608566284,0.9988725567236543,True,0.9993847608566284,0.0005122041329741478,0.00010304931493010372
16,angular_leaf_spot,angular_leaf_spot,0.9754613041877747,0.9754613041877747,0.9587430004030466,True,0.9754613041877747,0.007820422761142254,0.01671830378472805
17,angular_leaf_spot,angular_leaf_spot,0.928041934967041,0.928041934967041,0.8636265620589256,True,0.928041934967041,0.06441537290811539,0.007542675826698542
18,angular_leaf_spot,angular_leaf_spot,0.9918481111526489,0.9918481111526489,0.9873084556311369,True,0.9918481111526489,0.0045396555215120316,0.0036122670862823725
19,angular_leaf_spot,angular_leaf_spot,0.981671154499054,0.981671154499054,0.969879625365138,True,0.981671154499054,0.011791529133915901,0.006537387613207102
20,angular_leaf_spot,angular_leaf_spot,0.9823915362358093,0.9823915362358093,0.9723572731018066,True,0.9823915362358093,0.007574259303510189,0.010034263134002686
21,angular_leaf_spot,angular_leaf_spot,0.9990278482437134,0.9990278482437134,0.9983613496879116,True,0.9990278482437134,0.0006664985558018088,0.000305741821648553
22,angular_leaf_spot,angular_leaf_spot,0.9923079013824463,0.9923079013824463,0.9877926744520664,True,0.9923079013824463,0.0031768586486577988,0.0045152269303798676
23,angular_leaf_spot,angular_leaf_spot,0.9601156115531921,0.9601156115531921,0.9242090173065662,True,0.9601156115531921,0.003977786749601364,0.0359065942466259
24,angular_leaf_spot,angular_leaf_spot,0.9964112639427185,0.9964112639427185,0.9939891786780208,True,0.9964112639427185,0.002422085264697671,0.0011666775681078434
25,angular_leaf_spot,angular_leaf_spot,0.9903432130813599,0.9903432130813599,0.9830287881195545,True,0.9903432130813599,0.007314424961805344,0.002342401072382927
26,angular_leaf_spot,angular_leaf_spot,0.9768381118774414,0.9768381118774414,0.960030684247613,True,0.9768381118774414,0.006354509387165308,0.016807427629828453
27,angular_leaf_spot,angular_leaf_spot,0.6843017935752869,0.6843017935752869,0.512461930513382,True,0.6843017935752869,0.14385829865932465,0.1718398630619049
28,angular_leaf_spot,angular_leaf_spot,0.9794279932975769,0.9794279932975769,0.9635815471410751,True,0.9794279932975769,0.01584644615650177,0.004725552164018154
29,angular_leaf_spot,angular_leaf_spot,0.9892681241035461,0.9892681241035461,0.980964501388371,True,0.9892681241035461,0.008303622715175152,0.002428320236504078
30,angular_leaf_spot,bean_rust,0.6423136591911316,0.33980026841163635,0.30251339077949524,False,0.33980026841163635,0.6423136591911316,0.017886068671941757
31,angular_leaf_spot,angular_leaf_spot,0.9977337121963501,0.9977337121963501,0.9957250305451453,True,0.9977337121963501,0.0020086816512048244,0.000257629610132426
32,angular_leaf_spot,angular_leaf_spot,0.6019675731658936,0.6019675731658936,0.24005073308944702,True,0.6019675731658936,0.36191684007644653,0.036115676164627075
33,angular_leaf_spot,angular_leaf_spot,0.8708515167236328,0.8708515167236328,0.7811030820012093,True,0.8708515167236328,0.08974843472242355,0.03940010443329811
34,angular_leaf_spot,angular_leaf_spot,0.692257285118103,0.692257285118103,0.39174607396125793,True,0.692257285118103,0.3005112111568451,0.007231411524116993
35,angular_leaf_spot,angular_leaf_spot,0.9863399267196655,0.9863399267196655,0.975012756884098,True,0.9863399267196655,0.0023329323157668114,0.011327169835567474
36,angular_leaf_spot,angular_leaf_spot,0.9869155883789062,0.9869155883789062,0.9778175298124552,True,0.9869155883789062,0.00398630928248167,0.009098058566451073
37,angular_leaf_spot,angular_leaf_spot,0.7981536388397217,0.7981536388397217,0.6132156103849411,True,0.7981536388397217,0.18493802845478058,0.016908371821045876
38,angular_leaf_spot,angular_leaf_spot,0.9635543823242188,0.9635543823242188,0.9399449937045574,True,0.9635543823242188,0.02360938861966133,0.012836202047765255
39,angular_leaf_spot,angular_leaf_spot,0.9855513572692871,0.9855513572692871,0.9755436303094029,True,0.9855513572692871,0.010007726959884167,0.004440901800990105
40,angular_leaf_spot,angular_leaf_spot,0.9859781265258789,0.9859781265258789,0.9759856024757028,True,0.9859781265258789,0.009992524050176144,0.004029467236250639
41,angular_leaf_spot,angular_leaf_spot,0.9838639497756958,0.9838639497756958,0.9713817918673158,True,0.9838639497756958,0.0036538613494485617,0.012482157908380032
42,angular_leaf_spot,angular_leaf_spot,0.9630646705627441,0.9630646705627441,0.9388840813189745,True,0.9630646705627441,0.024180589243769646,0.01275472529232502
43,bean_rust,healthy,0.7267212271690369,0.24521055817604065,0.4815106689929962,False,0.028068184852600098,0.24521055817604065,0.7267212271690369
44,bean_rust,bean_rust,0.7897038459777832,0.7897038459777832,0.6803480014204979,True,0.1009402871131897,0.7897038459777832,0.10935584455728531
45,bean_rust,bean_rust,0.7159619927406311,0.7159619927406311,0.4477725923061371,True,0.268189400434494,0.7159619927406311,0.015848584473133087
46,bean_rust,bean_rust,0.5921944975852966,0.5921944975852966,0.23178061842918396,True,0.04739157482981682,0.5921944975852966,0.36041387915611267
47,bean_rust,bean_rust,0.9656935334205627,0.9656935334205627,0.9458653498440981,True,0.019828183576464653,0.9656935334205627,0.014478304423391819
48,bean_rust,bean_rust,0.5068367719650269,0.5068367719650269,0.2405664026737213,True,0.26627036929130554,0.5068367719650269,0.22689290344715118
49,bean_rust,bean_rust,0.8288585543632507,0.8288585543632507,0.734812930226326,True,0.07709585130214691,0.8288585543632507,0.09404562413692474
50,bean_rust,angular_leaf_spot,0.9388018846511841,0.05283442884683609,0.885967455804348,False,0.9388018846511841,0.05283442884683609,0.008363703265786171
51,bean_rust,bean_rust,0.8878969550132751,0.8878969550132751,0.8105592355132103,True,0.03476535528898239,0.8878969550132751,0.07733771950006485
52,bean_rust,bean_rust,0.6281051635742188,0.6281051635742188,0.2654722034931183,True,0.36263296008110046,0.6281051635742188,0.00926191359758377
53,bean_rust,bean_rust,0.9252834916114807,0.9252834916114807,0.8691979795694351,True,0.05608551204204559,0.9252834916114807,0.018630996346473694
54,bean_rust,bean_rust,0.8862791061401367,0.8862791061401367,0.7998227849602699,True,0.08645632117986679,0.8862791061401367,0.027264529839158058
55,bean_rust,angular_leaf_spot,0.7766863107681274,0.19369421899318695,0.5829920917749405,False,0.7766863107681274,0.19369421899318695,0.02961956150829792
56,bean_rust,bean_rust,0.9808274507522583,0.9808274507522583,0.9659343734383583,True,0.004279457498341799,0.9808274507522583,0.014893077313899994
57,bean_rust,healthy,0.5887993574142456,0.3593989908695221,0.2294003665447235,False,0.051801618188619614,0.3593989908695221,0.5887993574142456
58,bean_rust,bean_rust,0.839375913143158,0.839375913143158,0.7484982535243034,True,0.06974638998508453,0.839375913143158,0.09087765961885452
59,bean_rust,bean_rust,0.9736734628677368,0.9736734628677368,0.9523087609559298,True,0.02136470191180706,0.9736734628677368,0.004961852449923754
60,bean_rust,bean_rust,0.5459297299385071,0.5459297299385071,0.13684755563735962,True,0.044988036155700684,0.5459297299385071,0.40908217430114746
61,bean_rust,bean_rust,0.9364197254180908,0.9364197254180908,0.8800734058022499,True,0.05634631961584091,0.9364197254180908,0.007233930751681328
62,bean_rust,bean_rust,0.8632726073265076,0.8632726073265076,0.7303673177957535,True,0.1329052895307541,0.8632726073265076,0.00382213294506073
63,bean_rust,bean_rust,0.985776960849762,0.985776960849762,0.9757718294858932,True,0.004217862617224455,0.985776960849762,0.010005131363868713
64,bean_rust,angular_leaf_spot,0.5535004138946533,0.2597372829914093,0.293763130903244,False,0.5535004138946533,0.2597372829914093,0.18676231801509857
65,bean_rust,bean_rust,0.7296814918518066,0.7296814918518066,0.4944024533033371,True,0.03503947705030441,0.7296814918518066,0.23527903854846954
66,bean_rust,bean_rust,0.8376309871673584,0.8376309871673584,0.6949227452278137,True,0.01966075599193573,0.8376309871673584,0.14270824193954468
67,bean_rust,bean_rust,0.8475425243377686,0.8475425243377686,0.7272179797291756,True,0.12032454460859299,0.8475425243377686,0.032132890075445175
68,bean_rust,bean_rust,0.8489149212837219,0.8489149212837219,0.7240984216332436,True,0.12481649965047836,0.8489149212837219,0.026268567889928818
69,bean_rust,bean_rust,0.6999848484992981,0.6999848484992981,0.4163356125354767,True,0.2836492359638214,0.6999848484992981,0.016365891322493553
70,bean_rust,bean_rust,0.9570188522338867,0.9570188522338867,0.9228086397051811,True,0.008770906366407871,0.9570188522338867,0.0342102125287056
71,bean_rust,healthy,0.6579053997993469,0.3201681673526764,0.33773723244667053,False,0.021926457062363625,0.3201681673526764,0.6579053997993469
72,bean_rust,bean_rust,0.8364614248275757,0.8364614248275757,0.7296228408813477,True,0.05669999495148659,0.8364614248275757,0.10683858394622803
73,bean_rust,angular_leaf_spot,0.815889298915863,0.1725294142961502,0.6433598846197128,False,0.815889298915863,0.1725294142961502,0.01158134825527668
74,bean_rust,healthy,0.9657058715820312,0.016310427337884903,0.9477222617715597,False,0.017983609810471535,0.016310427337884903,0.9657058715820312
75,bean_rust,bean_rust,0.8775147795677185,0.8775147795677185,0.8117054328322411,True,0.06580934673547745,0.8775147795677185,0.05667582526803017
76,bean_rust,bean_rust,0.5910549759864807,0.5910549759864807,0.22064003348350525,True,0.37041494250297546,0.5910549759864807,0.038530122488737106
77,bean_rust,bean_rust,0.9709292054176331,0.9709292054176331,0.9501283969730139,True,0.02080080844461918,0.9709292054176331,0.00826995074748993
78,bean_rust,bean_rust,0.9959679841995239,0.9959679841995239,0.9928895586635917,True,0.0009536516736261547,0.9959679841995239,0.0030784255359321833
79,bean_rust,bean_rust,0.7816389799118042,0.7816389799118042,0.5863121449947357,True,0.023034173995256424,0.7816389799118042,0.19532683491706848
80,bean_rust,healthy,0.4393168091773987,0.40819069743156433,0.03112611174583435,False,0.1524924784898758,0.40819069743156433,0.4393168091773987
81,bean_rust,bean_rust,0.8945962190628052,0.8945962190628052,0.8405822068452835,True,0.05401401221752167,0.8945962190628052,0.05138975754380226
82,bean_rust,bean_rust,0.957739531993866,0.957739531993866,0.9313420839607716,True,0.01586300879716873,0.957739531993866,0.026397448033094406
83,bean_rust,bean_rust,0.49876654148101807,0.49876654148101807,0.1439637839794159,True,0.14643068611621857,0.49876654148101807,0.3548027575016022
84,bean_rust,bean_rust,0.9305604696273804,0.9305604696273804,0.8818409368395805,True,0.048719532787799835,0.9305604696273804,0.02072000317275524
85,bean_rust,angular_leaf_spot,0.5694466829299927,0.37730130553245544,0.19214537739753723,False,0.5694466829299927,0.37730130553245544,0.053252045065164566
86,healthy,healthy,0.9379464983940125,0.9379464983940125,0.8939494490623474,True,0.01805635169148445,0.04399704933166504,0.9379464983940125
87,healthy,healthy,0.9859293103218079,0.9859293103218079,0.9751989534124732,True,0.0033403802663087845,0.01073035690933466,0.9859293103218079
88,healthy,healthy,0.743937611579895,0.743937611579895,0.5004032701253891,True,0.012528084218502045,0.24353434145450592,0.743937611579895
89,healthy,healthy,0.9766883254051208,0.9766883254051208,0.9640897763893008,True,0.012598549015820026,0.010713153518736362,0.9766883254051208
90,healthy,healthy,0.9560604095458984,0.9560604095458984,0.9260544702410698,True,0.030005939304828644,0.013933632522821426,0.9560604095458984
91,healthy,healthy,0.7676079869270325,0.7676079869270325,0.5918626487255096,True,0.05664670467376709,0.17574533820152283,0.7676079869270325
92,healthy,healthy,0.9462737441062927,0.9462737441062927,0.9090049304068089,True,0.01645738258957863,0.03726881369948387,0.9462737441062927
93,healthy,healthy,0.979718804359436,0.979718804359436,0.9690143065527081,True,0.010704497806727886,0.009576726704835892,0.979718804359436
94,healthy,healthy,0.9865016341209412,0.9865016341209412,0.9776526922360063,True,0.004649422597140074,0.008848941884934902,0.9865016341209412
95,healthy,healthy,0.8860824108123779,0.8860824108123779,0.7972274571657181,True,0.025062689557671547,0.08885495364665985,0.8860824108123779
96,healthy,healthy,0.9440815448760986,0.9440815448760986,0.8963149860501289,True,0.008151967078447342,0.047766558825969696,0.9440815448760986
97,healthy,healthy,0.9692209362983704,0.9692209362983704,0.9534782581031322,True,0.0150364451110363,0.015742678195238113,0.9692209362983704
98,healthy,healthy,0.9943109750747681,0.9943109750747681,0.9906613363418728,True,0.003649638732895255,0.002039280254393816,0.9943109750747681
99,healthy,healthy,0.9729212522506714,0.9729212522506714,0.9495776556432247,True,0.003735206788405776,0.02334359660744667,0.9729212522506714
100,healthy,healthy,0.9859763383865356,0.9859763383865356,0.9786941660568118,True,0.007282172329723835,0.0067414892837405205,0.9859763383865356
101,healthy,healthy,0.9797027707099915,0.9797027707099915,0.9686694350093603,True,0.009263819083571434,0.011033335700631142,0.9797027707099915
102,healthy,healthy,0.9757508635520935,0.9757508635520935,0.9583783894777298,True,0.006876632571220398,0.01737247407436371,0.9757508635520935
103,healthy,healthy,0.8184105753898621,0.8184105753898621,0.6462750434875488,True,0.009453893639147282,0.17213553190231323,0.8184105753898621
104,healthy,healthy,0.668799877166748,0.668799877166748,0.4191315472126007,True,0.08153177052736282,0.24966832995414734,0.668799877166748
105,healthy,healthy,0.9890044331550598,0.9890044331550598,0.979384028352797,True,0.0013751651858910918,0.009620404802262783,0.9890044331550598
106,healthy,healthy,0.5446715354919434,0.5446715354919434,0.15825295448303223,True,0.0689099133014679,0.38641858100891113,0.5446715354919434
107,healthy,healthy,0.8803234100341797,0.8803234100341797,0.8197400756180286,True,0.06058333441615105,0.05909329652786255,0.8803234100341797
108,healthy,healthy,0.9743775129318237,0.9743775129318237,0.956356031820178,True,0.0180214811116457,0.007601025514304638,0.9743775129318237
109,healthy,healthy,0.9864835143089294,0.9864835143089294,0.9751546951010823,True,0.0021876294631510973,0.011328819207847118,0.9864835143089294
110,healthy,healthy,0.8718687295913696,0.8718687295913696,0.7640425562858582,True,0.020305123180150986,0.10782617330551147,0.8718687295913696
111,healthy,healthy,0.9943265318870544,0.9943265318870544,0.9908710692543536,True,0.003455462632700801,0.002217979868873954,0.9943265318870544
112,healthy,healthy,0.9957225322723389,0.9957225322723389,0.9935315980110317,True,0.0020865248516201973,0.0021909342613071203,0.9957225322723389
113,healthy,healthy,0.9959153532981873,0.9959153532981873,0.9926321534439921,True,0.0008014459745027125,0.003283199854195118,0.9959153532981873
114,healthy,healthy,0.9200009107589722,0.9200009107589722,0.8594534546136856,True,0.019451601430773735,0.06054745614528656,0.9200009107589722
115,healthy,healthy,0.7549747824668884,0.7549747824668884,0.5738264471292496,True,0.06387689709663391,0.18114833533763885,0.7549747824668884
116,healthy,healthy,0.9770011305809021,0.9770011305809021,0.9565650839358568,True,0.002562871901318431,0.02043604664504528,0.9770011305809021
117,healthy,healthy,0.9858522415161133,0.9858522415161133,0.9770004851743579,True,0.00885175634175539,0.005295958835631609,0.9858522415161133
118,healthy,healthy,0.9887851476669312,0.9887851476669312,0.9813961456529796,True,0.00738900201395154,0.0038258840795606375,0.9887851476669312
119,healthy,healthy,0.9103172421455383,0.9103172421455383,0.8649066127836704,True,0.045410629361867905,0.04427214339375496,0.9103172421455383
120,healthy,healthy,0.9073678851127625,0.9073678851127625,0.8308592587709427,True,0.016123447567224503,0.07650862634181976,0.9073678851127625
121,healthy,healthy,0.8537532687187195,0.8537532687187195,0.7379137575626373,True,0.0304072555154562,0.11583951115608215,0.8537532687187195
122,healthy,healthy,0.943725049495697,0.943725049495697,0.9050759933888912,True,0.017625842243433,0.0386490561068058,0.943725049495697
123,healthy,healthy,0.9792485237121582,0.9792485237121582,0.96876635029912,True,0.010269396007061005,0.010482173413038254,0.9792485237121582
124,healthy,healthy,0.8850078582763672,0.8850078582763672,0.8073740676045418,True,0.03735838830471039,0.07763379067182541,0.8850078582763672
125,healthy,healthy,0.942980170249939,0.942980170249939,0.8959171921014786,True,0.04706297814846039,0.009956881403923035,0.942980170249939
126,healthy,healthy,0.9823408126831055,0.9823408126831055,0.9686263082548976,True,0.013714504428207874,0.003944649826735258,0.9823408126831055
127,healthy,healthy,0.9947543144226074,0.9947543144226074,0.9910851763561368,True,0.001576536218635738,0.003669138066470623,0.9947543144226074