Added more statistics to sift

This commit is contained in:
Tom Selier 2023-09-28 20:57:10 +02:00
parent ae3ee599e8
commit b5143c51d2
3 changed files with 249 additions and 14 deletions

View File

@ -0,0 +1,111 @@
Accasia_out
698.7577929496765,3.1334430177115538,14.639884948730469,1.828372937292583,0.019404600608275344,4.3272259356454015,223
835.5868207216263,3.2014820717303687,12.595267295837402,1.6907475606337812,0.019033726119218657,4.96780251711607,261
1322.7272791862488,3.06897280553654,31.375614166259766,1.9465412537508602,0.020197111614083055,8.704955105669796,431
616.1432831287384,2.948053986261906,10.182110786437988,1.3003369871725294,0.01828445773126121,3.8214516658335924,209
2042.4658575057983,3.370405705455113,41.08128356933594,2.6347973287004307,0.025092723959190124,15.206190719269216,606
679.9872843027115,3.2849627261000554,19.78511619567871,2.3892941334247926,0.020702168241971068,4.285348826088011,207
702.1195831298828,2.901320591445797,12.382240295410156,1.3507806557012718,0.01787308056661782,4.325285497121513,242
809.6343139410019,2.772720253222609,7.978091716766357,1.095115195842802,0.017495756149164415,5.108760795556009,292
991.9575394392014,3.4562980468264857,37.2266845703125,3.4535018683730523,0.02128367463146249,6.108414619229734,287
883.6591415405273,2.814201087708686,19.852262496948242,1.35472176718185,0.01984180409200252,6.230326484888792,314
1665.44428896904,3.284899978242682,26.174636840820312,2.252376816106766,0.024839076586435062,12.593411829322577,507
1716.247862815857,3.7391020976380327,34.431396484375,3.7368679730976226,0.027567605871488068,12.653531095013022,459
1033.3027093410492,3.093720686649848,26.645557403564453,2.403131773101099,0.022129791454149936,7.391350345686078,334
1002.2664128541946,3.318762956470843,17.658721923828125,2.2496636828812204,0.020582417291373212,6.21589002199471,302
905.6036241054535,3.1554133244092455,24.95030975341797,2.079331380141301,0.01953536727326153,5.606650407426059,287
1573.2526054382324,3.1654982000769265,22.565237045288086,1.8844591835561313,0.027768299585092117,13.800844893790781,497
1344.9189388751984,3.0705911846465717,10.925896644592285,1.3562763371500577,0.018900907925887195,8.278597671538591,438
2635.2527647018433,3.4313187040388584,21.754484176635742,2.423580701045881,0.03490584164925773,26.80768638662994,768
1274.166908979416,3.201424394420643,20.968454360961914,2.089842708717911,0.01874925658790086,7.462204121984541,398
780.677412033081,3.500795569655072,29.299978256225586,3.1758027558377497,0.017996931807743595,4.0133157931268215,223
Berk_out
2687.594747185707,3.7172818080023613,48.48632049560547,3.884212269938133,0.02503235707572181,18.098394165746868,723
2449.5360144376755,3.9129968281752006,48.72830581665039,4.190141018929445,0.026578323430598925,16.638030467554927,626
2248.9365841150284,3.6687383101387088,24.20957374572754,2.434784715027513,0.02334839300378598,14.312564911320806,613
2386.9925570487976,3.6221434856582664,24.51873779296875,2.503845528850179,0.028970138332347226,19.091321161016822,659
2558.578493118286,3.773714591619891,50.86576843261719,3.418055103617325,0.02585626285314384,17.530546214431524,678
2592.295235991478,3.635757694237697,52.358192443847656,3.2337805396374515,0.024524578845538565,17.486024716868997,713
2561.138155579567,3.2378484899868103,16.90852165222168,1.978250128109907,0.024490677895243416,19.37212621513754,791
3345.3579272031784,3.64815477339496,39.54557418823242,2.880069078600365,0.02579340783446507,23.65255498420447,917
2192.156372189522,3.4740988465761045,48.14958953857422,3.5506460162235087,0.027054107882283192,17.071142073720694,631
2484.008170723915,3.5384731776693945,37.6187629699707,2.9612951727148524,0.03286086464900407,23.068326983600855,702
1462.3458621501923,3.4735056108080578,22.076406478881836,2.3849241758099997,0.024276126959226194,10.220249449834228,421
2419.1333129405975,3.495857388642482,29.215726852416992,2.7948339211851914,0.03273452721762261,22.652292834594846,692
2687.440049767494,3.467664580345154,34.797386169433594,2.5354207818312107,0.026453086143780138,20.501141761429608,775
1468.780837059021,3.2785286541496004,19.688207626342773,1.8301759005766227,0.022607883232662322,10.12833168823272,448
Eik_out
1579.444641828537,3.6816891417914617,19.227346420288086,2.4975664779859987,0.031246154553893006,13.4046003036201,429
1612.8415837287903,3.895752617702392,19.052034378051758,2.577455127470621,0.030227775289564603,12.514298969879746,414
1352.4212625026703,3.8640607500076296,15.00854206085205,2.35411413545315,0.031208549745913063,10.922992411069572,350
1538.6859678030014,3.780555203447178,40.99676513671875,3.3523572759224476,0.029105583906027258,11.845972649753094,407
1225.0985703468323,3.3290722020294354,19.58705711364746,2.038351397338684,0.025498346643238936,9.383391564711928,368
1365.3871425390244,3.447947329644001,19.194652557373047,2.2193953246091485,0.025410288173441934,10.062474116683006,396
1097.9404437541962,2.9998372780169293,12.264142990112305,1.581511211694125,0.023072358251350823,8.444483119994402,366
1291.582367658615,3.2864691289023287,28.83696937561035,2.3913841440343515,0.022361759129560933,8.788171337917447,393
1363.1331936120987,3.549826025031507,19.18490219116211,2.6828781845914205,0.022771707088395488,8.744335521943867,384
Els_out
1359.8641113042831,3.2767809910946584,19.266313552856445,1.897638219600126,0.03115534636539867,12.929468741640449,415
1134.7650756835938,3.327756820186492,18.936323165893555,1.7635501819834738,0.03266596192182684,11.13909301534295,341
1632.902286529541,3.5040821599346375,24.11359214782715,2.5618395036682124,0.03067660743626466,14.295299065299332,466
1536.4152345657349,3.5565167466799417,27.18216896057129,2.786383289622822,0.030237345891590748,13.062533425167203,432
1107.7055238485336,3.886686048591346,22.485553741455078,2.9948413624608015,0.026233021696016455,7.476411183364689,285
1616.8189809322357,4.429641043649961,45.3355827331543,4.300393576628321,0.025648677525148815,9.361767296679318,365
1041.9242010116577,3.2764911981498672,20.875349044799805,2.3053497977427333,0.026208830522900482,8.334408106282353,318
1111.8425114154816,3.3897637543154926,34.425537109375,2.6968539571918693,0.02739228969780592,8.984671020880342,328
Esdoorn_out
1804.0408366918564,3.280074248530648,16.878116607666016,2.014352156832684,0.023109257851134647,12.710091818124056,550
1065.8392305374146,3.125628242045204,12.645761489868164,1.5616937783846487,0.023261115867152942,7.932040510699153,341
1443.1293832063675,3.164757419312209,13.824272155761719,1.6381495412391829,0.023636438981874994,10.778216175734997,456
2109.4739229679108,3.3859934558072404,22.446571350097656,1.9491651806275798,0.024649366696049755,15.356555451638997,623
566.1849731206894,3.494968969880799,14.277800559997559,2.26332032519058,0.02264520879489956,3.668523824773729,162
654.3276780843735,3.255361582509321,14.174254417419434,2.0223312092105425,0.0228689360798369,4.596656152047217,201
2245.0964748859406,3.6804860244031814,24.625778198242188,2.75325816629717,0.028883854125733258,17.619151016697288,610
2144.3980325460434,3.9060073452569095,23.537641525268555,2.982770847358778,0.0322847970131995,17.724353560246527,549
716.7942097187042,3.303199123127669,12.021895408630371,1.8694689392752937,0.022289771651033706,4.836880448274314,217
512.756842136383,3.308108658944407,12.388520240783691,1.9337408376098448,0.022146687284111975,3.4327365290373564,155
203.3936928510666,2.676232800671929,9.652430534362793,1.0712162703218076,0.01939073234404388,1.473695658147335,76
69.72195136547089,2.9050813068946204,8.56438159942627,1.3172613562659046,0.019768514127160113,0.4744443390518427,24
760.4716109037399,3.456689140471545,15.6034517288208,1.8629395593771183,0.022623810722407968,4.977238358929753,220
1182.883133649826,3.360463447868824,19.758787155151367,2.1385583241671227,0.022289208096811886,7.845801250077784,352
Es_out
321.85712587833405,2.7746303955028795,8.890114784240723,1.3376489632824087,0.01832420542707731,2.125607829540968,116
552.8187339305878,3.2328580931613318,10.130751609802246,1.8025538661742508,0.018092449095470513,3.093808795325458,171
588.2388911247253,3.0478699022006492,9.2846097946167,1.3144556549216149,0.017584343860649693,3.3937783651053905,193
394.3926087617874,3.1301000695379955,10.9545259475708,1.6391168134480771,0.017145832527487997,2.1603748984634876,126
553.2564067840576,2.8372123424823465,10.358263969421387,1.350251161044622,0.018460245196444867,3.599747813306749,195
338.75891745090485,2.7996604748008664,9.217413902282715,1.283988791527709,0.018358958323201363,2.221433957107365,121
720.4328188896179,3.0526814359729575,12.120339393615723,1.6056232318864754,0.018135199863937194,4.279907167889178,236
849.7654691934586,3.255806395377236,10.75560474395752,1.4615165188330932,0.018580378411459056,4.849478765390813,261
555.6458119153976,3.388084218996327,14.520678520202637,1.953400702594663,0.01816363431081721,2.9788360269740224,164
1692.7979286909103,3.632613580881782,20.59199333190918,2.3585647083456562,0.018669820646455615,8.700136421248317,466
749.9521169662476,3.1643549239082174,12.163043022155762,1.6879179665006827,0.01935904413335937,4.588093459606171,237
495.28962099552155,2.983672415635672,12.046462059020996,1.60246979233263,0.017850231289504522,2.9631383940577507,166
547.3506425619125,3.2008809506544593,12.70744514465332,1.6010494871239151,0.017072790629116066,2.9194471975788474,171
609.8123083114624,3.06438345885157,11.177712440490723,1.6252859374605053,0.01953577640087311,3.887619503773749,199
1049.4082342386246,3.915702366562032,40.334678649902344,4.186340109661006,0.021392696182618836,5.733242576941848,268
98.67310166358948,2.666840585502418,5.462077617645264,0.8816751949777557,0.018322708311717253,0.6779402075335383,37
Linde_out
2461.9480855464935,3.647330497105916,31.023351669311523,2.935188384240195,0.028290224722414103,19.09590168762952,675
1867.9105838537216,3.612979852715129,32.11227035522461,2.97824320863418,0.024062555778692377,12.440341337583959,517
2124.3844242095947,3.4099268446381936,25.51401710510254,2.3428222023628127,0.023997853738801436,14.950662879273295,623
1271.0833770036697,3.5210065844977003,30.341659545898438,2.694577657260915,0.022613988515928676,8.163649854250252,361
2168.191069126129,3.6379044783995456,22.332868576049805,2.5124689591930625,0.024711657454565966,14.728147842921317,596
2013.289783000946,3.653883453722225,25.39375114440918,2.890201927887927,0.024696742919714826,13.60790534876287,551
Plataan_out
393.0376785993576,6.238693311100914,54.77334213256836,8.288615256835522,0.018721998817036078,1.1794859254732728,63
121.42510282993317,3.0356275707483293,6.407865047454834,1.2202699276482052,0.018214209564030172,0.7285683825612068,40
535.1427782773972,2.9896244596502632,13.512324333190918,2.097842298338548,0.016643719497922413,2.979225790128112,179
90.34654986858368,3.1153982713304718,6.734649181365967,1.3800949819155952,0.015865142681989176,0.4600891377776861,29
437.9166510105133,2.9588962906115763,11.90050983428955,1.4047910909894616,0.01991794491186738,2.9478558469563723,148
165.1281417608261,2.580127215012908,4.76331090927124,0.7642263750567146,0.018476538331015036,1.1824984531849623,64
232.94678628444672,2.875886250425268,9.826898574829102,1.3727227350017257,0.019708929284487243,1.5964232720434666,81
332.89813327789307,3.78293333270333,22.732511520385742,3.045459303553181,0.019926275486465205,1.753512242808938,88
375.2972539663315,4.415261811368605,24.255054473876953,4.276442351754282,0.017834563169847516,1.515937869437039,85
55.11076760292053,3.061709311273363,9.913771629333496,1.935650105177096,0.017019378021359444,0.30634880438447,18
38.28573513031006,2.3928584456443787,3.611070394515991,0.5145855975780511,0.014993195189163089,0.23989112302660942,16
599.6391468048096,5.259992515831663,40.99736404418945,5.811482494116048,0.01938449298113323,2.2098321998491883,114
224.61611258983612,4.0110020105327875,38.507686614990234,6.750403253193775,0.01725217021469559,0.966121532022953,56
316.32959711551666,4.108176585915801,40.63800048828125,6.427567028038508,0.017561782018414566,1.3522572154179215,77
138.6963803768158,2.52175237048756,6.668946743011475,0.8272403842232803,0.016272347149523823,0.8949790932238102,55
241.65850698947906,3.0207313373684883,19.399702072143555,2.1353345471026124,0.017683570575900375,1.41468564607203,80
1 Accasia_out
2 698.7577929496765,3.1334430177115538,14.639884948730469,1.828372937292583,0.019404600608275344,4.3272259356454015,223
3 835.5868207216263,3.2014820717303687,12.595267295837402,1.6907475606337812,0.019033726119218657,4.96780251711607,261
4 1322.7272791862488,3.06897280553654,31.375614166259766,1.9465412537508602,0.020197111614083055,8.704955105669796,431
5 616.1432831287384,2.948053986261906,10.182110786437988,1.3003369871725294,0.01828445773126121,3.8214516658335924,209
6 2042.4658575057983,3.370405705455113,41.08128356933594,2.6347973287004307,0.025092723959190124,15.206190719269216,606
7 679.9872843027115,3.2849627261000554,19.78511619567871,2.3892941334247926,0.020702168241971068,4.285348826088011,207
8 702.1195831298828,2.901320591445797,12.382240295410156,1.3507806557012718,0.01787308056661782,4.325285497121513,242
9 809.6343139410019,2.772720253222609,7.978091716766357,1.095115195842802,0.017495756149164415,5.108760795556009,292
10 991.9575394392014,3.4562980468264857,37.2266845703125,3.4535018683730523,0.02128367463146249,6.108414619229734,287
11 883.6591415405273,2.814201087708686,19.852262496948242,1.35472176718185,0.01984180409200252,6.230326484888792,314
12 1665.44428896904,3.284899978242682,26.174636840820312,2.252376816106766,0.024839076586435062,12.593411829322577,507
13 1716.247862815857,3.7391020976380327,34.431396484375,3.7368679730976226,0.027567605871488068,12.653531095013022,459
14 1033.3027093410492,3.093720686649848,26.645557403564453,2.403131773101099,0.022129791454149936,7.391350345686078,334
15 1002.2664128541946,3.318762956470843,17.658721923828125,2.2496636828812204,0.020582417291373212,6.21589002199471,302
16 905.6036241054535,3.1554133244092455,24.95030975341797,2.079331380141301,0.01953536727326153,5.606650407426059,287
17 1573.2526054382324,3.1654982000769265,22.565237045288086,1.8844591835561313,0.027768299585092117,13.800844893790781,497
18 1344.9189388751984,3.0705911846465717,10.925896644592285,1.3562763371500577,0.018900907925887195,8.278597671538591,438
19 2635.2527647018433,3.4313187040388584,21.754484176635742,2.423580701045881,0.03490584164925773,26.80768638662994,768
20 1274.166908979416,3.201424394420643,20.968454360961914,2.089842708717911,0.01874925658790086,7.462204121984541,398
21 780.677412033081,3.500795569655072,29.299978256225586,3.1758027558377497,0.017996931807743595,4.0133157931268215,223
22 Berk_out
23 2687.594747185707,3.7172818080023613,48.48632049560547,3.884212269938133,0.02503235707572181,18.098394165746868,723
24 2449.5360144376755,3.9129968281752006,48.72830581665039,4.190141018929445,0.026578323430598925,16.638030467554927,626
25 2248.9365841150284,3.6687383101387088,24.20957374572754,2.434784715027513,0.02334839300378598,14.312564911320806,613
26 2386.9925570487976,3.6221434856582664,24.51873779296875,2.503845528850179,0.028970138332347226,19.091321161016822,659
27 2558.578493118286,3.773714591619891,50.86576843261719,3.418055103617325,0.02585626285314384,17.530546214431524,678
28 2592.295235991478,3.635757694237697,52.358192443847656,3.2337805396374515,0.024524578845538565,17.486024716868997,713
29 2561.138155579567,3.2378484899868103,16.90852165222168,1.978250128109907,0.024490677895243416,19.37212621513754,791
30 3345.3579272031784,3.64815477339496,39.54557418823242,2.880069078600365,0.02579340783446507,23.65255498420447,917
31 2192.156372189522,3.4740988465761045,48.14958953857422,3.5506460162235087,0.027054107882283192,17.071142073720694,631
32 2484.008170723915,3.5384731776693945,37.6187629699707,2.9612951727148524,0.03286086464900407,23.068326983600855,702
33 1462.3458621501923,3.4735056108080578,22.076406478881836,2.3849241758099997,0.024276126959226194,10.220249449834228,421
34 2419.1333129405975,3.495857388642482,29.215726852416992,2.7948339211851914,0.03273452721762261,22.652292834594846,692
35 2687.440049767494,3.467664580345154,34.797386169433594,2.5354207818312107,0.026453086143780138,20.501141761429608,775
36 1468.780837059021,3.2785286541496004,19.688207626342773,1.8301759005766227,0.022607883232662322,10.12833168823272,448
37 Eik_out
38 1579.444641828537,3.6816891417914617,19.227346420288086,2.4975664779859987,0.031246154553893006,13.4046003036201,429
39 1612.8415837287903,3.895752617702392,19.052034378051758,2.577455127470621,0.030227775289564603,12.514298969879746,414
40 1352.4212625026703,3.8640607500076296,15.00854206085205,2.35411413545315,0.031208549745913063,10.922992411069572,350
41 1538.6859678030014,3.780555203447178,40.99676513671875,3.3523572759224476,0.029105583906027258,11.845972649753094,407
42 1225.0985703468323,3.3290722020294354,19.58705711364746,2.038351397338684,0.025498346643238936,9.383391564711928,368
43 1365.3871425390244,3.447947329644001,19.194652557373047,2.2193953246091485,0.025410288173441934,10.062474116683006,396
44 1097.9404437541962,2.9998372780169293,12.264142990112305,1.581511211694125,0.023072358251350823,8.444483119994402,366
45 1291.582367658615,3.2864691289023287,28.83696937561035,2.3913841440343515,0.022361759129560933,8.788171337917447,393
46 1363.1331936120987,3.549826025031507,19.18490219116211,2.6828781845914205,0.022771707088395488,8.744335521943867,384
47 Els_out
48 1359.8641113042831,3.2767809910946584,19.266313552856445,1.897638219600126,0.03115534636539867,12.929468741640449,415
49 1134.7650756835938,3.327756820186492,18.936323165893555,1.7635501819834738,0.03266596192182684,11.13909301534295,341
50 1632.902286529541,3.5040821599346375,24.11359214782715,2.5618395036682124,0.03067660743626466,14.295299065299332,466
51 1536.4152345657349,3.5565167466799417,27.18216896057129,2.786383289622822,0.030237345891590748,13.062533425167203,432
52 1107.7055238485336,3.886686048591346,22.485553741455078,2.9948413624608015,0.026233021696016455,7.476411183364689,285
53 1616.8189809322357,4.429641043649961,45.3355827331543,4.300393576628321,0.025648677525148815,9.361767296679318,365
54 1041.9242010116577,3.2764911981498672,20.875349044799805,2.3053497977427333,0.026208830522900482,8.334408106282353,318
55 1111.8425114154816,3.3897637543154926,34.425537109375,2.6968539571918693,0.02739228969780592,8.984671020880342,328
56 Esdoorn_out
57 1804.0408366918564,3.280074248530648,16.878116607666016,2.014352156832684,0.023109257851134647,12.710091818124056,550
58 1065.8392305374146,3.125628242045204,12.645761489868164,1.5616937783846487,0.023261115867152942,7.932040510699153,341
59 1443.1293832063675,3.164757419312209,13.824272155761719,1.6381495412391829,0.023636438981874994,10.778216175734997,456
60 2109.4739229679108,3.3859934558072404,22.446571350097656,1.9491651806275798,0.024649366696049755,15.356555451638997,623
61 566.1849731206894,3.494968969880799,14.277800559997559,2.26332032519058,0.02264520879489956,3.668523824773729,162
62 654.3276780843735,3.255361582509321,14.174254417419434,2.0223312092105425,0.0228689360798369,4.596656152047217,201
63 2245.0964748859406,3.6804860244031814,24.625778198242188,2.75325816629717,0.028883854125733258,17.619151016697288,610
64 2144.3980325460434,3.9060073452569095,23.537641525268555,2.982770847358778,0.0322847970131995,17.724353560246527,549
65 716.7942097187042,3.303199123127669,12.021895408630371,1.8694689392752937,0.022289771651033706,4.836880448274314,217
66 512.756842136383,3.308108658944407,12.388520240783691,1.9337408376098448,0.022146687284111975,3.4327365290373564,155
67 203.3936928510666,2.676232800671929,9.652430534362793,1.0712162703218076,0.01939073234404388,1.473695658147335,76
68 69.72195136547089,2.9050813068946204,8.56438159942627,1.3172613562659046,0.019768514127160113,0.4744443390518427,24
69 760.4716109037399,3.456689140471545,15.6034517288208,1.8629395593771183,0.022623810722407968,4.977238358929753,220
70 1182.883133649826,3.360463447868824,19.758787155151367,2.1385583241671227,0.022289208096811886,7.845801250077784,352
71 Es_out
72 321.85712587833405,2.7746303955028795,8.890114784240723,1.3376489632824087,0.01832420542707731,2.125607829540968,116
73 552.8187339305878,3.2328580931613318,10.130751609802246,1.8025538661742508,0.018092449095470513,3.093808795325458,171
74 588.2388911247253,3.0478699022006492,9.2846097946167,1.3144556549216149,0.017584343860649693,3.3937783651053905,193
75 394.3926087617874,3.1301000695379955,10.9545259475708,1.6391168134480771,0.017145832527487997,2.1603748984634876,126
76 553.2564067840576,2.8372123424823465,10.358263969421387,1.350251161044622,0.018460245196444867,3.599747813306749,195
77 338.75891745090485,2.7996604748008664,9.217413902282715,1.283988791527709,0.018358958323201363,2.221433957107365,121
78 720.4328188896179,3.0526814359729575,12.120339393615723,1.6056232318864754,0.018135199863937194,4.279907167889178,236
79 849.7654691934586,3.255806395377236,10.75560474395752,1.4615165188330932,0.018580378411459056,4.849478765390813,261
80 555.6458119153976,3.388084218996327,14.520678520202637,1.953400702594663,0.01816363431081721,2.9788360269740224,164
81 1692.7979286909103,3.632613580881782,20.59199333190918,2.3585647083456562,0.018669820646455615,8.700136421248317,466
82 749.9521169662476,3.1643549239082174,12.163043022155762,1.6879179665006827,0.01935904413335937,4.588093459606171,237
83 495.28962099552155,2.983672415635672,12.046462059020996,1.60246979233263,0.017850231289504522,2.9631383940577507,166
84 547.3506425619125,3.2008809506544593,12.70744514465332,1.6010494871239151,0.017072790629116066,2.9194471975788474,171
85 609.8123083114624,3.06438345885157,11.177712440490723,1.6252859374605053,0.01953577640087311,3.887619503773749,199
86 1049.4082342386246,3.915702366562032,40.334678649902344,4.186340109661006,0.021392696182618836,5.733242576941848,268
87 98.67310166358948,2.666840585502418,5.462077617645264,0.8816751949777557,0.018322708311717253,0.6779402075335383,37
88 Linde_out
89 2461.9480855464935,3.647330497105916,31.023351669311523,2.935188384240195,0.028290224722414103,19.09590168762952,675
90 1867.9105838537216,3.612979852715129,32.11227035522461,2.97824320863418,0.024062555778692377,12.440341337583959,517
91 2124.3844242095947,3.4099268446381936,25.51401710510254,2.3428222023628127,0.023997853738801436,14.950662879273295,623
92 1271.0833770036697,3.5210065844977003,30.341659545898438,2.694577657260915,0.022613988515928676,8.163649854250252,361
93 2168.191069126129,3.6379044783995456,22.332868576049805,2.5124689591930625,0.024711657454565966,14.728147842921317,596
94 2013.289783000946,3.653883453722225,25.39375114440918,2.890201927887927,0.024696742919714826,13.60790534876287,551
95 Plataan_out
96 393.0376785993576,6.238693311100914,54.77334213256836,8.288615256835522,0.018721998817036078,1.1794859254732728,63
97 121.42510282993317,3.0356275707483293,6.407865047454834,1.2202699276482052,0.018214209564030172,0.7285683825612068,40
98 535.1427782773972,2.9896244596502632,13.512324333190918,2.097842298338548,0.016643719497922413,2.979225790128112,179
99 90.34654986858368,3.1153982713304718,6.734649181365967,1.3800949819155952,0.015865142681989176,0.4600891377776861,29
100 437.9166510105133,2.9588962906115763,11.90050983428955,1.4047910909894616,0.01991794491186738,2.9478558469563723,148
101 165.1281417608261,2.580127215012908,4.76331090927124,0.7642263750567146,0.018476538331015036,1.1824984531849623,64
102 232.94678628444672,2.875886250425268,9.826898574829102,1.3727227350017257,0.019708929284487243,1.5964232720434666,81
103 332.89813327789307,3.78293333270333,22.732511520385742,3.045459303553181,0.019926275486465205,1.753512242808938,88
104 375.2972539663315,4.415261811368605,24.255054473876953,4.276442351754282,0.017834563169847516,1.515937869437039,85
105 55.11076760292053,3.061709311273363,9.913771629333496,1.935650105177096,0.017019378021359444,0.30634880438447,18
106 38.28573513031006,2.3928584456443787,3.611070394515991,0.5145855975780511,0.014993195189163089,0.23989112302660942,16
107 599.6391468048096,5.259992515831663,40.99736404418945,5.811482494116048,0.01938449298113323,2.2098321998491883,114
108 224.61611258983612,4.0110020105327875,38.507686614990234,6.750403253193775,0.01725217021469559,0.966121532022953,56
109 316.32959711551666,4.108176585915801,40.63800048828125,6.427567028038508,0.017561782018414566,1.3522572154179215,77
110 138.6963803768158,2.52175237048756,6.668946743011475,0.8272403842232803,0.016272347149523823,0.8949790932238102,55
111 241.65850698947906,3.0207313373684883,19.399702072143555,2.1353345471026124,0.017683570575900375,1.41468564607203,80

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@ -0,0 +1,86 @@
import numpy as np
import matplotlib.pyplot as plt
import csv
def isFloat(num):
try:
float(num)
return True
except ValueError:
return False
DATA_PATH = "C:\\Users\\Tom\\Desktop\\Files\\Repositories\\EV5_Beeldherk_Bomen\\src\\experiments\\algorithms\\data\\data.csv"
BARK_TYPES = 8
tot_mag = [["", []] for x in range(BARK_TYPES)]
avg_mag = [["", []] for x in range(BARK_TYPES)]
max_mag = [["", []] for x in range(BARK_TYPES)]
std_mag = [["", []] for x in range(BARK_TYPES)]
avg_rep = [["", []] for x in range(BARK_TYPES)]
max_rep = [["", []] for x in range(BARK_TYPES)]
counts = [["", []] for x in range(BARK_TYPES)]
i = 0
with open(DATA_PATH, 'r') as file:
reader = csv.reader(file, delimiter=',')
for row in reader:
if isFloat(row[0]):
tot_mag[i-1][1].append(float(row[0]))
avg_mag[i-1][1].append(float(row[1]))
max_mag[i-1][1].append(float(row[2]))
std_mag[i-1][1].append(float(row[3]))
avg_rep[i-1][1].append(float(row[4]))
max_rep[i-1][1].append(float(row[5]))
counts[i-1][1].append(float(row[6]))
else:
tot_mag[i][0] = row[0]
avg_mag[i][0] = row[0]
max_mag[i][0] = row[0]
std_mag[i][0] = row[0]
avg_rep[i][0] = row[0]
max_rep[i][0] = row[0]
counts[i][0] = row[0]
i += 1
fig, axs = plt.subplots(2, 3)
for i in range(BARK_TYPES):
axs[0, 0].scatter(tot_mag[i][1], avg_mag[i][1], label=tot_mag[i][0], alpha=0.6)
axs[0, 1].scatter(tot_mag[i][1], max_mag[i][1], label=tot_mag[i][0], alpha=0.6)
axs[1, 0].scatter(tot_mag[i][1], std_mag[i][1], label=tot_mag[i][0], alpha=0.6)
axs[1, 1].scatter(tot_mag[i][1], counts[i][1], label=tot_mag[i][0], alpha=0.6)
axs[0, 2].scatter(tot_mag[i][1], avg_rep[i][1], label=tot_mag[i][0], alpha=0.6)
axs[1, 2].scatter(avg_rep[i][1], max_rep[i][1], label=tot_mag[i][0], alpha=0.6)
axs[0, 0].set_xlabel("Total")
axs[0, 0].set_ylabel("Average")
axs[0, 0].grid()
axs[0, 0].legend()
axs[0, 1].set_xlabel("Total")
axs[0, 1].set_ylabel("Maximum")
axs[0, 1].grid()
axs[0, 1].legend()
axs[1, 0].set_xlabel("Total")
axs[1, 0].set_ylabel("Standard deviation")
axs[1, 0].grid()
axs[1, 0].legend()
axs[1, 1].set_xlabel("Total")
axs[1, 1].set_ylabel("Count")
axs[1, 1].grid()
axs[1, 1].legend()
axs[0, 2].set_xlabel("Total")
axs[0, 2].set_ylabel("Average response")
axs[0, 2].grid()
axs[0, 2].legend()
axs[1, 2].set_xlabel("Average response")
axs[1, 2].set_ylabel("Max response")
axs[1, 2].grid()
axs[1, 2].legend()
plt.show()

View File

@ -2,13 +2,14 @@ import numpy as np
import cv2
import os
import matplotlib.pyplot as plt
import csv
import pandas as pd
DATASET_PATH = "C:\\Users\\tomse\\Downloads\\Dataset\\"
DATASET_PATH = "C:\\Users\\Tom\\Downloads\\Dataset_out\\"
CSV_PATH = "C:\\Users\\Tom\\Desktop\\Files\\Repositories\\EV5_Beeldherk_Bomen\\src\\experiments\\algorithms\\data\\"
DATASET_FOLDERS_LEN = len(os.listdir(DATASET_PATH))
EARLY_BREAK = 0
SCALE = 1
# Plataan, Berk, Accasia
SCALE = .25
sift = cv2.SIFT.create(enable_precise_upscale=True)
@ -16,6 +17,9 @@ sift = cv2.SIFT.create(enable_precise_upscale=True)
max_magnitudes = [[] for x in range(DATASET_FOLDERS_LEN)]
avg_magnitudes = [[] for x in range(DATASET_FOLDERS_LEN)]
tot_magnitudes = [[] for x in range(DATASET_FOLDERS_LEN)]
std_magnitudes = [[] for x in range(DATASET_FOLDERS_LEN)]
max_responses = [[] for x in range(DATASET_FOLDERS_LEN)]
avg_responses = [[] for x in range(DATASET_FOLDERS_LEN)]
counts = [[] for x in range(DATASET_FOLDERS_LEN)]
## Create other variables ##
@ -50,17 +54,23 @@ for folder in os.listdir(DATASET_PATH):
tot_magnitudes[i].append(np.sum(magnitudes))
max_magnitudes[i].append(np.amax(magnitudes))
avg_magnitudes[i].append(np.sum(magnitudes)/len(kp))
std_magnitudes[i].append(np.std(magnitudes))
## Number of keypoints ##
counts[i].append(len(kp))
## Response ##
responses = [keypoint.response for keypoint in kp]
max_responses[i].append(np.sum(responses))
avg_responses[i].append(np.mean(responses))
# cv2.imshow("Opencv tech", image)
# cv2.waitKey(0)
## Store labels ##
labels[i] = folder
## Increment folder ##
## Increment arrays ##
i += 1
if(i == EARLY_BREAK):
@ -68,8 +78,36 @@ for folder in os.listdir(DATASET_PATH):
print("Done!")
## Pandas ##
with open(CSV_PATH + "data.csv" , 'w', newline='') as file:
for i in range(len(labels)):
file.write(labels[i] + '\n')
for j in range(len(tot_magnitudes[i])):
file.write(str(tot_magnitudes[i][j]) + ',')
file.write(str(avg_magnitudes[i][j]) + ',')
file.write(str(max_magnitudes[i][j]) + ',')
file.write(str(std_magnitudes[i][j]) + ',')
file.write(str(avg_responses[i][j]) + ',')
file.write(str(max_responses[i][j]) + ',')
file.write(str(counts[i][j]) + '\n')
## CSV ##
# with open(CSV_PATH + "data.csv" , 'w', newline='') as file:
# writer = csv.writer(file, delimiter=',')
# for i in range(len(tot_magnitudes)):
# writer.writerow(tot_magnitudes[i])
# writer.writerow(avg_magnitudes[i])
# writer.writerow(max_magnitudes[i])
# writer.writerow(counts[i])
# writer.writerow('')
# writer.writerows(max_magnitudes)
# writer.writerows(avg_magnitudes)
# writer.writerows(counts)
## Plots ##
fig, ax = plt.subplots()
# fig, ax = plt.subplots()
# for i in range(DATASET_FOLDERS_LEN):
# ax.scatter(tot_magnitudes[i], max_magnitudes[i],label=labels[i], alpha=0.7)
# ax.scatter(avg_magnitudes[0], max_magnitudes[0], label=labels[0], alpha=0.7)
@ -80,11 +118,11 @@ fig, ax = plt.subplots()
# ax.grid(True)
# plt.show()
ax.scatter(tot_magnitudes[2], max_magnitudes[2], label='Berk', alpha=0.7)
ax.scatter(tot_magnitudes[3], max_magnitudes[3], label='Els', alpha=0.7)
ax.scatter(tot_magnitudes[7], max_magnitudes[7], label='Plataan', alpha=0.7)
ax.set_xlabel("Total magnitude")
ax.set_ylabel("Maximal magnitude")
ax.legend()
ax.grid(True)
plt.show()
# ax.scatter(tot_magnitudes[2], max_magnitudes[2], label='Berk', alpha=0.7)
# ax.scatter(tot_magnitudes[3], max_magnitudes[3], label='Els', alpha=0.7)
# ax.scatter(tot_magnitudes[7], max_magnitudes[7], label='Plataan', alpha=0.7)
# ax.set_xlabel("Total magnitude")
# ax.set_ylabel("Maximal magnitude")
# ax.legend()
# ax.grid(True)
# plt.show()