{ "kept": [ 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 ], "diagnostics": { "2": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 1.9923474788665771, "var_explained_pca": [ 13.233988761901855, 3.985936164855957, 2.6536636352539062, 2.1372179985046387, 1.7082027196884155, 1.3398393392562866, 1.2175685167312622, 1.161759376525879, 1.0628994703292847, 1.0207438468933105, 0.934194803237915, 0.9082950949668884, 0.7792362570762634, 0.7438455820083618, 0.6965641975402832, 0.6614089608192444, 0.6096864342689514, 0.6000223755836487, 0.5521711111068726, 0.5452098846435547, 0.528621256351471, 0.5202315449714661, 0.5020010471343994, 0.4891834557056427, 0.4719240367412567, 0.4553600549697876, 0.4503055512905121, 0.4424704909324646, 0.43640077114105225, 0.42560744285583496, 0.41726255416870117, 0.41039785742759705, 0.40657293796539307, 0.3866594433784485, 0.3834713101387024, 0.3674938678741455, 0.36414700746536255, 0.35670965909957886, 0.3460136651992798, 0.3366803228855133, 0.3331017792224884, 0.3284265100955963, 0.3229394853115082, 0.3213503658771515, 0.3188130259513855, 0.3138252794742584, 0.30616676807403564, 0.2989030182361603, 0.29363465309143066, 0.2851713001728058, 0.27531731128692627, 0.27452021837234497, 0.2675643861293793, 0.2652228772640228, 0.2622256278991699, 0.2552683353424072, 0.24863246083259583, 0.24398355185985565, 0.24066822230815887, 0.23775868117809296, 0.23539847135543823, 0.23418186604976654, 0.22704575955867767, 0.22236797213554382, 0.21941429376602173, 0.21691496670246124, 0.21643535792827606, 0.21264228224754333, 0.2105609029531479, 0.20786018669605255, 0.20599301159381866, 0.2033419907093048, 0.2025127410888672, 0.1983100026845932, 0.1957562118768692, 0.19250714778900146, 0.19062326848506927, 0.1855625957250595, 0.1845998913049698, 0.18306417763233185, 0.18211805820465088, 0.17929303646087646, 0.17554213106632233, 0.17532266676425934, 0.173879936337471, 0.17106762528419495, 0.17075113952159882, 0.16849537193775177, 0.16807347536087036, 0.1656022071838379, 0.1642257124185562, 0.1616535633802414, 0.15981632471084595, 0.15840956568717957, 0.15663670003414154, 0.15630581974983215, 0.15440680086612701, 0.15341204404830933, 0.15168733894824982, 0.1508823037147522 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 1.9793261289596558, "denoise_keep_ratio": 0.993464317823551, "kept": true }, "3": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 2.6033740043640137, "var_explained_pca": [ 14.833160400390625, 6.586538314819336, 4.308933734893799, 3.5313761234283447, 2.816054105758667, 2.260913848876953, 2.04935884475708, 1.9506614208221436, 1.8119165897369385, 1.6355136632919312, 1.581397294998169, 1.4899730682373047, 1.3718385696411133, 1.2498472929000854, 1.1810094118118286, 1.0989220142364502, 1.0754209756851196, 1.0051441192626953, 0.990031898021698, 0.9660454988479614, 0.8847121596336365, 0.8498573303222656, 0.8224798440933228, 0.7989448308944702, 0.7912524938583374, 0.768204927444458, 0.7567916512489319, 0.7402995228767395, 0.720314621925354, 0.7010204195976257, 0.6931858658790588, 0.6780996918678284, 0.6749420166015625, 0.6468637585639954, 0.6392660737037659, 0.6140776872634888, 0.5977561473846436, 0.5915208458900452, 0.5753079056739807, 0.5539488196372986, 0.5521910190582275, 0.5452380180358887, 0.5282203555107117, 0.5162228345870972, 0.5146329402923584, 0.4991360008716583, 0.49794524908065796, 0.4821024537086487, 0.47638052701950073, 0.4715232849121094, 0.4566328227519989, 0.4516608715057373, 0.44430696964263916, 0.4301595389842987, 0.4246361553668976, 0.41902250051498413, 0.4069058299064636, 0.40238988399505615, 0.39711612462997437, 0.38298699259757996, 0.38228410482406616, 0.37944164872169495, 0.37239211797714233, 0.36880937218666077, 0.3633568286895752, 0.35857799649238586, 0.3540038764476776, 0.3509744107723236, 0.3463573455810547, 0.33965209126472473, 0.33736786246299744, 0.33506906032562256, 0.32773464918136597, 0.32063448429107666, 0.31725722551345825, 0.3119420111179352, 0.3073950707912445, 0.30482664704322815, 0.3020173907279968, 0.3003354072570801, 0.2942604720592499, 0.2918066382408142, 0.2913598418235779, 0.28404930233955383, 0.2807570993900299, 0.27921977639198303, 0.2753649652004242, 0.2737540602684021, 0.26904886960983276, 0.26669424772262573, 0.26341941952705383, 0.2593092620372772, 0.25911012291908264, 0.2578885555267334, 0.2564859092235565, 0.251822829246521, 0.24680264294147491, 0.24601563811302185, 0.24354587495326996, 0.24147829413414001 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 2.58467960357666, "denoise_keep_ratio": 0.9928191643782198, "kept": true }, "4": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 3.172459602355957, "var_explained_pca": [ 16.022600173950195, 9.922994613647461, 7.645170211791992, 5.4488677978515625, 4.19618558883667, 3.8622608184814453, 3.582148313522339, 3.257983446121216, 2.8794801235198975, 2.755852699279785, 2.571253776550293, 2.411134958267212, 2.1760571002960205, 2.1011128425598145, 1.9379490613937378, 1.8803515434265137, 1.8574055433273315, 1.8139246702194214, 1.723820447921753, 1.6367136240005493, 1.6056817770004272, 1.5242853164672852, 1.4877700805664062, 1.460434913635254, 1.4009896516799927, 1.381150245666504, 1.341975212097168, 1.3214471340179443, 1.2692580223083496, 1.2535637617111206, 1.2236567735671997, 1.194646954536438, 1.1533890962600708, 1.1469566822052002, 1.111114501953125, 1.0811620950698853, 1.068776249885559, 1.036849856376648, 1.0180736780166626, 1.0057324171066284, 0.981391191482544, 0.9525089263916016, 0.9431482553482056, 0.930683434009552, 0.9165124893188477, 0.8727273941040039, 0.8601440787315369, 0.8494341373443604, 0.841949462890625, 0.8221694827079773, 0.8103219270706177, 0.8056610822677612, 0.7813688516616821, 0.7654991149902344, 0.7552167177200317, 0.7287780046463013, 0.7190430760383606, 0.7083028554916382, 0.6995812654495239, 0.6964693665504456, 0.6880607604980469, 0.6759639382362366, 0.6674402356147766, 0.6540231704711914, 0.6401478052139282, 0.636564314365387, 0.6242220997810364, 0.6183778643608093, 0.6110913753509521, 0.5938568115234375, 0.5883734822273254, 0.5817670822143555, 0.5768935084342957, 0.55701744556427, 0.5538231134414673, 0.5364460349082947, 0.5352940559387207, 0.5296171307563782, 0.5216488242149353, 0.515496015548706, 0.5074957013130188, 0.5054120421409607, 0.49998360872268677, 0.49119454622268677, 0.48558393120765686, 0.47725579142570496, 0.47434088587760925, 0.4639078378677368, 0.4633830785751343, 0.45768728852272034, 0.4551610052585602, 0.44760847091674805, 0.43998953700065613, 0.43547213077545166, 0.42894309759140015, 0.42750614881515503, 0.42566022276878357, 0.42100316286087036, 0.4134663939476013, 0.4067043960094452 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 3.1478590965270996, "denoise_keep_ratio": 0.9922456047003441, "kept": true }, "5": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 4.148772716522217, "var_explained_pca": [ 20.007123947143555, 12.595982551574707, 9.565189361572266, 9.125394821166992, 7.021398067474365, 6.629861354827881, 5.999353885650635, 5.638031959533691, 5.160346508026123, 4.62182092666626, 4.453231334686279, 4.254551887512207, 3.7570834159851074, 3.547621726989746, 3.4581985473632812, 3.329413652420044, 3.2279398441314697, 3.0281057357788086, 2.928788900375366, 2.8167519569396973, 2.714141845703125, 2.676879644393921, 2.5527493953704834, 2.480198860168457, 2.4451119899749756, 2.348306179046631, 2.3400750160217285, 2.2302801609039307, 2.2215089797973633, 2.1106765270233154, 2.0674386024475098, 2.005406379699707, 1.9504934549331665, 1.9267879724502563, 1.882883071899414, 1.8432692289352417, 1.7873581647872925, 1.7751864194869995, 1.7645947933197021, 1.7022204399108887, 1.67378830909729, 1.6349728107452393, 1.6190379858016968, 1.5645519495010376, 1.562997817993164, 1.5106734037399292, 1.489920973777771, 1.4583802223205566, 1.42549729347229, 1.386425256729126, 1.3727805614471436, 1.3427937030792236, 1.3077392578125, 1.2907246351242065, 1.2676466703414917, 1.2516611814498901, 1.2385815382003784, 1.222649097442627, 1.1931884288787842, 1.167413353919983, 1.150435209274292, 1.1332716941833496, 1.1285080909729004, 1.0974115133285522, 1.0868333578109741, 1.0851746797561646, 1.0556695461273193, 1.0452593564987183, 1.0326251983642578, 1.0252609252929688, 1.0134896039962769, 1.0044625997543335, 0.9766446948051453, 0.9668465852737427, 0.9587975144386292, 0.9402878284454346, 0.9284941554069519, 0.9169514775276184, 0.9097946286201477, 0.8811511397361755, 0.870830237865448, 0.8644366264343262, 0.8529940843582153, 0.8397963643074036, 0.823006808757782, 0.8167209029197693, 0.8074885606765747, 0.7916247844696045, 0.7857605814933777, 0.7730251550674438, 0.7646002173423767, 0.7529014348983765, 0.74770587682724, 0.7373005151748657, 0.7338904142379761, 0.7285571098327637, 0.7190608978271484, 0.7037944793701172, 0.6981145739555359, 0.689838707447052 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 4.119278430938721, "denoise_keep_ratio": 0.9928908408344383, "kept": true }, "6": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 4.924529075622559, "var_explained_pca": [ 26.602235794067383, 15.89153003692627, 13.024930953979492, 10.352938652038574, 9.702901840209961, 8.4867582321167, 7.8748250007629395, 7.594223499298096, 7.121051788330078, 6.363742828369141, 6.20889949798584, 5.402918338775635, 5.195389270782471, 5.128130912780762, 4.8994364738464355, 4.743260860443115, 4.217490196228027, 4.192727565765381, 4.067746639251709, 3.852646827697754, 3.806309461593628, 3.633059501647949, 3.577599287033081, 3.5378127098083496, 3.424839973449707, 3.3238308429718018, 3.2180914878845215, 3.0893442630767822, 3.0077624320983887, 2.9720871448516846, 2.843022584915161, 2.8072593212127686, 2.7913804054260254, 2.7265233993530273, 2.7086641788482666, 2.659074544906616, 2.6113619804382324, 2.5184977054595947, 2.457159996032715, 2.45124888420105, 2.366405725479126, 2.331425428390503, 2.2911412715911865, 2.2382986545562744, 2.216926336288452, 2.2052595615386963, 2.134606122970581, 2.0608108043670654, 2.038663148880005, 2.02620267868042, 1.9725443124771118, 1.9091464281082153, 1.8768750429153442, 1.8608911037445068, 1.8263256549835205, 1.8069791793823242, 1.7929282188415527, 1.7476190328598022, 1.7257139682769775, 1.6756871938705444, 1.6533207893371582, 1.6428853273391724, 1.6085028648376465, 1.5921229124069214, 1.565584421157837, 1.5499228239059448, 1.5177973508834839, 1.4952490329742432, 1.4833344221115112, 1.4678776264190674, 1.4581449031829834, 1.4423059225082397, 1.4148248434066772, 1.3974076509475708, 1.3664745092391968, 1.3491268157958984, 1.3312509059906006, 1.2978217601776123, 1.2832553386688232, 1.2748174667358398, 1.2554455995559692, 1.2366453409194946, 1.2331726551055908, 1.2030878067016602, 1.17717707157135, 1.1758160591125488, 1.1611815690994263, 1.1505451202392578, 1.142124891281128, 1.1258158683776855, 1.1208667755126953, 1.1004753112792969, 1.0901950597763062, 1.0824456214904785, 1.0705771446228027, 1.0640034675598145, 1.055796504020691, 1.0334839820861816, 1.0264018774032593, 1.0199750661849976 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 4.8921403884887695, "denoise_keep_ratio": 0.9934229879372386, "kept": true }, "7": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 5.767654895782471, "var_explained_pca": [ 33.87694549560547, 18.091829299926758, 15.976171493530273, 12.502921104431152, 11.80241584777832, 10.486966133117676, 9.274550437927246, 9.057964324951172, 8.76469612121582, 7.573945999145508, 7.433133125305176, 6.910406112670898, 6.439535140991211, 6.154216766357422, 5.857248306274414, 5.773981094360352, 5.297632694244385, 5.2322516441345215, 4.9832868576049805, 4.719545841217041, 4.5957865715026855, 4.40639066696167, 4.39463996887207, 4.26861047744751, 4.140212535858154, 4.045214653015137, 3.875, 3.702407121658325, 3.6356890201568604, 3.6201891899108887, 3.591157913208008, 3.4242115020751953, 3.3336312770843506, 3.286980152130127, 3.2312285900115967, 3.175114870071411, 3.1573777198791504, 3.0597760677337646, 3.009079933166504, 2.959451675415039, 2.9402670860290527, 2.84130859375, 2.7714221477508545, 2.7338011264801025, 2.6815874576568604, 2.6234211921691895, 2.60591983795166, 2.544106960296631, 2.4710886478424072, 2.455815553665161, 2.4238693714141846, 2.358863592147827, 2.3142688274383545, 2.2830398082733154, 2.2388923168182373, 2.210249900817871, 2.1764321327209473, 2.1196396350860596, 2.096522331237793, 2.0740973949432373, 2.0452404022216797, 1.9616726636886597, 1.9400964975357056, 1.9031683206558228, 1.8848837614059448, 1.8693715333938599, 1.849584937095642, 1.8340165615081787, 1.8197057247161865, 1.7785941362380981, 1.7611656188964844, 1.7561931610107422, 1.7258838415145874, 1.7067090272903442, 1.6876916885375977, 1.680250644683838, 1.6317031383514404, 1.571729302406311, 1.5690006017684937, 1.544175148010254, 1.5301148891448975, 1.520694375038147, 1.5099866390228271, 1.4851962327957153, 1.4704935550689697, 1.4541749954223633, 1.4447095394134521, 1.4170567989349365, 1.4016462564468384, 1.3786554336547852, 1.3658956289291382, 1.3543784618377686, 1.3346397876739502, 1.323050856590271, 1.3092708587646484, 1.2946051359176636, 1.2842503786087036, 1.253726601600647, 1.240458607673645, 1.235129714012146 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 5.73574686050415, "denoise_keep_ratio": 0.994467762746753, "kept": true }, "8": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 6.496873378753662, "var_explained_pca": [ 41.628562927246094, 21.296878814697266, 18.471290588378906, 15.12409782409668, 14.374064445495605, 12.856609344482422, 11.210500717163086, 10.56820297241211, 10.344318389892578, 9.23487663269043, 9.213804244995117, 8.328012466430664, 8.093008041381836, 7.525606632232666, 7.015649795532227, 6.674368858337402, 6.432162284851074, 6.229284763336182, 5.90580940246582, 5.771035194396973, 5.441874027252197, 5.364055633544922, 5.302072525024414, 5.1143598556518555, 4.967911243438721, 4.920325756072998, 4.686197757720947, 4.553016185760498, 4.438375949859619, 4.3578009605407715, 4.292869567871094, 4.162356376647949, 4.105156421661377, 3.976969003677368, 3.8800947666168213, 3.8482885360717773, 3.7436764240264893, 3.644036293029785, 3.614292860031128, 3.5728230476379395, 3.5015835762023926, 3.446620464324951, 3.378413200378418, 3.307788848876953, 3.217418670654297, 3.2014172077178955, 3.1527578830718994, 3.103541374206543, 3.0383903980255127, 2.9547765254974365, 2.9218122959136963, 2.884051561355591, 2.816770076751709, 2.790400981903076, 2.7301344871520996, 2.675574779510498, 2.625102996826172, 2.578657388687134, 2.5376758575439453, 2.5072884559631348, 2.502507209777832, 2.438652515411377, 2.399143934249878, 2.345168352127075, 2.337103843688965, 2.3307080268859863, 2.2767281532287598, 2.229189872741699, 2.2242560386657715, 2.1906750202178955, 2.1856014728546143, 2.152907133102417, 2.134258508682251, 2.0755465030670166, 2.0627260208129883, 2.0344343185424805, 1.9711652994155884, 1.9306566715240479, 1.926085114479065, 1.8998452425003052, 1.8851410150527954, 1.8812936544418335, 1.8730194568634033, 1.8490651845932007, 1.8178688287734985, 1.7920002937316895, 1.7813161611557007, 1.74700927734375, 1.7333652973175049, 1.6893271207809448, 1.6844013929367065, 1.6752002239227295, 1.647026538848877, 1.634722113609314, 1.6213635206222534, 1.5860509872436523, 1.5790773630142212, 1.5590178966522217, 1.551538348197937, 1.5338304042816162 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 6.462622165679932, "denoise_keep_ratio": 0.9947280466961631, "kept": true }, "9": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 7.1549248695373535, "var_explained_pca": [ 52.855934143066406, 26.071258544921875, 21.34928321838379, 19.32952880859375, 17.620790481567383, 15.259364128112793, 13.170910835266113, 12.603710174560547, 12.021930694580078, 11.352746963500977, 10.789599418640137, 9.782366752624512, 9.270068168640137, 9.014066696166992, 7.926173210144043, 7.903883934020996, 7.674533843994141, 7.3788909912109375, 6.8954758644104, 6.72406530380249, 6.518181800842285, 6.245138645172119, 6.186367511749268, 5.962876319885254, 5.711619853973389, 5.511516571044922, 5.4218244552612305, 5.339355945587158, 5.223566055297852, 5.088169574737549, 4.887845993041992, 4.773425102233887, 4.688666343688965, 4.607563495635986, 4.522426128387451, 4.403326034545898, 4.355416297912598, 4.262329578399658, 4.121284484863281, 4.064216613769531, 4.051455497741699, 3.9602770805358887, 3.8320562839508057, 3.8168511390686035, 3.7504045963287354, 3.719738483428955, 3.6662583351135254, 3.555476188659668, 3.5029027462005615, 3.470867156982422, 3.404954195022583, 3.3268656730651855, 3.296502113342285, 3.2474100589752197, 3.1874425411224365, 3.108276128768921, 3.045236587524414, 2.978471517562866, 2.9642441272735596, 2.9455885887145996, 2.8651585578918457, 2.8373007774353027, 2.7660412788391113, 2.753288984298706, 2.739673376083374, 2.6638529300689697, 2.6336820125579834, 2.619887113571167, 2.5888140201568604, 2.549003839492798, 2.487807035446167, 2.473677396774292, 2.4338908195495605, 2.403064727783203, 2.386671781539917, 2.356268882751465, 2.3497512340545654, 2.2934718132019043, 2.280667781829834, 2.2397730350494385, 2.1818509101867676, 2.1704013347625732, 2.132737874984741, 2.1136715412139893, 2.094259023666382, 2.0913467407226562, 2.045442819595337, 2.0177958011627197, 1.9828656911849976, 1.9611183404922485, 1.9460176229476929, 1.9259378910064697, 1.9067631959915161, 1.8640954494476318, 1.8504021167755127, 1.8410253524780273, 1.829620122909546, 1.808104157447815, 1.7926435470581055, 1.7818182706832886 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 7.117514133453369, "denoise_keep_ratio": 0.9947713306895417, "kept": true }, "10": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 7.743019104003906, "var_explained_pca": [ 60.271644592285156, 28.76970863342285, 24.15345573425293, 21.900033950805664, 19.698787689208984, 17.179149627685547, 14.462806701660156, 14.123504638671875, 13.931014060974121, 12.97626781463623, 12.196523666381836, 11.126916885375977, 10.469730377197266, 10.174403190612793, 9.115248680114746, 8.898736953735352, 8.674339294433594, 8.33303165435791, 7.934755325317383, 7.532421588897705, 7.480196475982666, 7.100777626037598, 6.8812336921691895, 6.794700622558594, 6.543733596801758, 6.183055400848389, 6.128402233123779, 6.0309062004089355, 5.802870273590088, 5.619194984436035, 5.364030361175537, 5.272160053253174, 5.189999103546143, 5.126595497131348, 5.068098068237305, 4.889194488525391, 4.809937000274658, 4.680813312530518, 4.593825817108154, 4.555438995361328, 4.5260114669799805, 4.437943458557129, 4.3025431632995605, 4.26073694229126, 4.199803352355957, 4.14262056350708, 4.027430057525635, 3.95334792137146, 3.8990976810455322, 3.8214643001556396, 3.769184112548828, 3.688159465789795, 3.6006693840026855, 3.572269916534424, 3.5181996822357178, 3.4788851737976074, 3.4323794841766357, 3.346524238586426, 3.313464879989624, 3.2964425086975098, 3.208765745162964, 3.1955413818359375, 3.1615798473358154, 3.1035654544830322, 3.0403435230255127, 3.01444673538208, 2.9641947746276855, 2.925755739212036, 2.8776206970214844, 2.847759246826172, 2.786155939102173, 2.7630772590637207, 2.6922764778137207, 2.6649038791656494, 2.6393136978149414, 2.5848255157470703, 2.5612285137176514, 2.555173873901367, 2.5164730548858643, 2.471804141998291, 2.4591152667999268, 2.4266960620880127, 2.399632453918457, 2.378662109375, 2.311884641647339, 2.296254873275757, 2.256700277328491, 2.238084554672241, 2.2057082653045654, 2.167397975921631, 2.136667490005493, 2.116023540496826, 2.089785575866699, 2.0810647010803223, 2.0580317974090576, 2.040292263031006, 2.0305492877960205, 1.9874299764633179, 1.9804126024246216, 1.948962688446045 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 7.7035441398620605, "denoise_keep_ratio": 0.9949018640388692, "kept": true }, "11": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 8.26834774017334, "var_explained_pca": [ 68.57222747802734, 31.358041763305664, 26.54884910583496, 24.897884368896484, 22.183612823486328, 19.404542922973633, 16.74095916748047, 16.11202621459961, 15.138568878173828, 15.032694816589355, 13.521977424621582, 12.71613597869873, 11.837510108947754, 11.612414360046387, 10.492963790893555, 10.119344711303711, 9.591156005859375, 9.43663215637207, 9.014113426208496, 8.8715238571167, 8.615459442138672, 7.955803871154785, 7.775096416473389, 7.440444469451904, 7.1599884033203125, 6.9294257164001465, 6.711676120758057, 6.5586981773376465, 6.449521064758301, 6.356717109680176, 6.1508636474609375, 5.8940253257751465, 5.8096489906311035, 5.745349884033203, 5.621856689453125, 5.520330905914307, 5.346868991851807, 5.284171104431152, 5.17030668258667, 5.153688430786133, 5.101189613342285, 4.906224727630615, 4.818668842315674, 4.748995780944824, 4.738641738891602, 4.599706172943115, 4.589780330657959, 4.553983211517334, 4.502382278442383, 4.328498840332031, 4.304958820343018, 4.175507545471191, 4.111021041870117, 4.056435585021973, 4.029842376708984, 3.919198751449585, 3.870171070098877, 3.780035972595215, 3.7748372554779053, 3.697885036468506, 3.6653456687927246, 3.5903360843658447, 3.554616689682007, 3.4892020225524902, 3.438222885131836, 3.3899099826812744, 3.370180606842041, 3.347914934158325, 3.294156789779663, 3.231065034866333, 3.175180673599243, 3.144040107727051, 3.111024856567383, 3.046550989151001, 2.9927940368652344, 2.984433889389038, 2.932180404663086, 2.9051480293273926, 2.8573532104492188, 2.8236324787139893, 2.780273675918579, 2.7291698455810547, 2.7067642211914062, 2.666630983352661, 2.616194009780884, 2.604060411453247, 2.5962584018707275, 2.548386812210083, 2.5186660289764404, 2.5089731216430664, 2.4652202129364014, 2.4517598152160645, 2.385937213897705, 2.362680673599243, 2.341264486312866, 2.3221755027770996, 2.3079819679260254, 2.2808678150177, 2.2643444538116455, 2.232860803604126 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 8.225980758666992, "denoise_keep_ratio": 0.9948760039081932, "kept": true }, "12": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 8.620832443237305, "var_explained_pca": [ 75.7721939086914, 34.40885925292969, 28.7504825592041, 27.814002990722656, 24.969459533691406, 20.959562301635742, 18.434738159179688, 17.659269332885742, 17.058727264404297, 16.162498474121094, 14.252527236938477, 13.693763732910156, 13.121837615966797, 12.559639930725098, 11.587620735168457, 11.338176727294922, 10.55914306640625, 10.155315399169922, 9.948938369750977, 9.788697242736816, 9.453179359436035, 8.678345680236816, 8.433121681213379, 8.200599670410156, 7.8775835037231445, 7.5681023597717285, 7.525540828704834, 7.306285381317139, 7.039603233337402, 6.8566670417785645, 6.74654483795166, 6.441643714904785, 6.367242336273193, 6.284084320068359, 6.246365547180176, 6.079745292663574, 6.04658842086792, 5.855834484100342, 5.681602478027344, 5.610173225402832, 5.518928050994873, 5.434336185455322, 5.392701148986816, 5.337562561035156, 5.1904802322387695, 5.158738613128662, 5.0600786209106445, 4.9687676429748535, 4.80924654006958, 4.678217887878418, 4.64206600189209, 4.592231750488281, 4.517570495605469, 4.450493812561035, 4.373777389526367, 4.325516700744629, 4.277371406555176, 4.260096073150635, 4.140822410583496, 4.082968711853027, 4.03867244720459, 4.0299391746521, 3.9484143257141113, 3.8512372970581055, 3.7947018146514893, 3.7333719730377197, 3.7114734649658203, 3.6777398586273193, 3.657061815261841, 3.633580207824707, 3.5745551586151123, 3.503412961959839, 3.452049970626831, 3.427077054977417, 3.350308656692505, 3.3074707984924316, 3.2855656147003174, 3.2040762901306152, 3.173607110977173, 3.124004364013672, 3.1101183891296387, 3.056849718093872, 3.0017104148864746, 2.976227283477783, 2.954965829849243, 2.931239366531372, 2.910264492034912, 2.852623224258423, 2.8176958560943604, 2.8100743293762207, 2.781385660171509, 2.7276229858398438, 2.6971325874328613, 2.6547422409057617, 2.628660202026367, 2.576692581176758, 2.5618600845336914, 2.540585994720459, 2.5290098190307617, 2.478565216064453 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 8.572659492492676, "denoise_keep_ratio": 0.9944120302694877, "kept": true }, "13": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 9.390019416809082, "var_explained_pca": [ 91.38774871826172, 39.60150146484375, 34.59380340576172, 32.80888366699219, 30.381786346435547, 25.524768829345703, 22.296674728393555, 21.546833038330078, 20.235536575317383, 18.036832809448242, 16.793075561523438, 15.725680351257324, 15.434534072875977, 14.366618156433105, 13.442082405090332, 12.789861679077148, 11.793933868408203, 11.36937141418457, 11.168384552001953, 11.030705451965332, 10.749534606933594, 10.274580001831055, 9.50893783569336, 9.174513816833496, 8.927876472473145, 8.761540412902832, 8.650339126586914, 8.163813591003418, 8.017778396606445, 7.867443561553955, 7.681086540222168, 7.481945991516113, 7.3157219886779785, 7.262051582336426, 7.0409770011901855, 6.774808883666992, 6.6877055168151855, 6.600428104400635, 6.506459712982178, 6.3547139167785645, 6.270010471343994, 6.186004161834717, 6.062750339508057, 6.011751174926758, 5.85467529296875, 5.851020812988281, 5.7638092041015625, 5.541355133056641, 5.397294998168945, 5.323349475860596, 5.247824668884277, 5.22751522064209, 5.169633865356445, 5.044522762298584, 4.968398094177246, 4.883086681365967, 4.8221917152404785, 4.800293445587158, 4.772366046905518, 4.619730472564697, 4.55615234375, 4.508146286010742, 4.372781276702881, 4.359306335449219, 4.268385887145996, 4.145586013793945, 4.129583358764648, 4.110622406005859, 4.0232768058776855, 3.997182607650757, 3.9702608585357666, 3.9396090507507324, 3.8854105472564697, 3.855476140975952, 3.8150033950805664, 3.7813034057617188, 3.684534788131714, 3.653576135635376, 3.563187837600708, 3.5490174293518066, 3.5369951725006104, 3.453745126724243, 3.4134302139282227, 3.4043219089508057, 3.3603200912475586, 3.2952427864074707, 3.2774417400360107, 3.205101251602173, 3.191298246383667, 3.1448605060577393, 3.1059882640838623, 3.080979347229004, 3.073589563369751, 2.9853627681732178, 2.9707117080688477, 2.930731773376465, 2.924029588699341, 2.8350768089294434, 2.827359437942505, 2.799126148223877 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 9.339462280273438, "denoise_keep_ratio": 0.9946158645374958, "kept": true }, "14": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 9.722415924072266, "var_explained_pca": [ 98.19873809814453, 42.278594970703125, 38.09592056274414, 36.17380905151367, 33.250465393066406, 26.6290225982666, 24.5819034576416, 24.48373031616211, 22.813655853271484, 19.1467227935791, 18.682897567749023, 17.672473907470703, 16.93541717529297, 15.400605201721191, 14.661304473876953, 13.489234924316406, 13.214715957641602, 12.628588676452637, 12.414298057556152, 12.033841133117676, 11.513983726501465, 11.397676467895508, 11.082405090332031, 10.664752006530762, 9.811620712280273, 9.571003913879395, 9.2692232131958, 9.092917442321777, 8.862805366516113, 8.714041709899902, 8.528738975524902, 8.260884284973145, 8.030538558959961, 7.943469047546387, 7.7898993492126465, 7.45920991897583, 7.415517807006836, 7.283499717712402, 7.19945764541626, 6.95008659362793, 6.898845195770264, 6.642966270446777, 6.529111862182617, 6.479599475860596, 6.411775588989258, 6.3422441482543945, 6.229430675506592, 6.086248397827148, 5.936030387878418, 5.772113800048828, 5.68085241317749, 5.634868621826172, 5.571056842803955, 5.544082164764404, 5.454084396362305, 5.335782051086426, 5.257687091827393, 5.224092483520508, 5.15761137008667, 5.084990978240967, 4.999231815338135, 4.913156032562256, 4.783175945281982, 4.690009117126465, 4.602935791015625, 4.570779800415039, 4.555837631225586, 4.475949287414551, 4.40264892578125, 4.350376129150391, 4.280577182769775, 4.225735187530518, 4.181472301483154, 4.13663387298584, 4.112709999084473, 4.027284622192383, 3.984208822250366, 3.934394598007202, 3.888718843460083, 3.8417835235595703, 3.7833170890808105, 3.7428362369537354, 3.7247684001922607, 3.670165538787842, 3.6537790298461914, 3.6227142810821533, 3.521090030670166, 3.5204458236694336, 3.467988967895508, 3.416152000427246, 3.3663277626037598, 3.3487071990966797, 3.3119149208068848, 3.271548271179199, 3.2520039081573486, 3.2114970684051514, 3.156789779663086, 3.104508399963379, 3.076935291290283, 3.064093589782715 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 9.672975540161133, "denoise_keep_ratio": 0.9949148046846339, "kept": true }, "15": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 10.227408409118652, "var_explained_pca": [ 103.99116516113281, 52.303466796875, 45.20705795288086, 41.33573913574219, 35.62070846557617, 29.179367065429688, 28.28997802734375, 26.99571990966797, 24.241533279418945, 20.969289779663086, 20.380035400390625, 19.6495361328125, 18.62891387939453, 16.81804656982422, 15.350744247436523, 14.774627685546875, 14.658982276916504, 13.682282447814941, 13.594243049621582, 12.951656341552734, 12.452065467834473, 12.225631713867188, 11.882587432861328, 10.906631469726562, 10.566566467285156, 10.34423828125, 10.008771896362305, 9.808812141418457, 9.662884712219238, 9.208073616027832, 9.139079093933105, 8.873796463012695, 8.752016067504883, 8.521587371826172, 8.182388305664062, 8.117400169372559, 7.97349739074707, 7.6522369384765625, 7.614232063293457, 7.518281936645508, 7.419284820556641, 7.1105451583862305, 7.001364707946777, 6.94734525680542, 6.800079345703125, 6.6820268630981445, 6.6143317222595215, 6.416542053222656, 6.347953796386719, 6.235144138336182, 6.122385501861572, 6.069618225097656, 6.03008508682251, 6.010220050811768, 5.875942230224609, 5.809980392456055, 5.721399784088135, 5.665838241577148, 5.488061428070068, 5.425270080566406, 5.349575042724609, 5.259991645812988, 5.1966352462768555, 5.074134349822998, 5.030681133270264, 4.9368896484375, 4.9248247146606445, 4.886937141418457, 4.678579330444336, 4.641458511352539, 4.628214359283447, 4.547574520111084, 4.4869794845581055, 4.42632532119751, 4.3754401206970215, 4.337947368621826, 4.328556537628174, 4.283721446990967, 4.191575527191162, 4.177152156829834, 4.121196269989014, 4.047042369842529, 4.016415119171143, 3.97336483001709, 3.947694778442383, 3.908884048461914, 3.8182036876678467, 3.7903335094451904, 3.774954319000244, 3.70626163482666, 3.662370204925537, 3.634801149368286, 3.587812900543213, 3.5626256465911865, 3.554680109024048, 3.4849636554718018, 3.4551544189453125, 3.401096820831299, 3.3802335262298584, 3.3587992191314697 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 10.17953109741211, "denoise_keep_ratio": 0.9953187249602885, "kept": true }, "16": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 11.353677749633789, "var_explained_pca": [ 55380.5, 114.11475372314453, 55.68121337890625, 51.05055236816406, 46.8035888671875, 38.25423812866211, 34.44790267944336, 32.82574462890625, 29.120370864868164, 26.70940399169922, 23.263635635375977, 22.50617027282715, 20.230566024780273, 20.079160690307617, 18.721050262451172, 16.372753143310547, 16.321514129638672, 15.893216133117676, 15.202252388000488, 14.730904579162598, 13.943656921386719, 13.498141288757324, 13.024744987487793, 12.662199974060059, 12.1104097366333, 11.470083236694336, 11.045945167541504, 10.889274597167969, 10.702919006347656, 10.517428398132324, 10.1312255859375, 9.892329216003418, 9.733562469482422, 9.246204376220703, 9.204660415649414, 9.055428504943848, 8.776418685913086, 8.685423851013184, 8.425333976745605, 8.314483642578125, 8.217394828796387, 8.088630676269531, 7.950381278991699, 7.519146919250488, 7.379697799682617, 7.225725173950195, 7.20507287979126, 7.075378894805908, 7.019293308258057, 6.807085990905762, 6.729946613311768, 6.679897785186768, 6.581305980682373, 6.490004062652588, 6.420246124267578, 6.35862398147583, 6.31902551651001, 6.128238201141357, 6.0707173347473145, 6.040778636932373, 5.904835224151611, 5.759637832641602, 5.682307243347168, 5.522937297821045, 5.444631576538086, 5.433525085449219, 5.392510890960693, 5.290037631988525, 5.217657089233398, 5.019753456115723, 4.999903678894043, 4.98050594329834, 4.911017894744873, 4.79343318939209, 4.765783309936523, 4.737129211425781, 4.664452075958252, 4.619899272918701, 4.580281734466553, 4.495291709899902, 4.43577766418457, 4.4142656326293945, 4.338223934173584, 4.297571182250977, 4.285786151885986, 4.244858741760254, 4.193602085113525, 4.146605491638184, 4.138426303863525, 4.0292744636535645, 4.001181125640869, 3.9929749965667725, 3.969177722930908, 3.951197385787964, 3.8910341262817383, 3.8122169971466064, 3.7947165966033936, 3.7539405822753906, 3.7489991188049316, 3.7076668739318848 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 11.300922393798828, "denoise_keep_ratio": 0.9953534566509374, "kept": true }, "17": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 12.404458045959473, "var_explained_pca": [ 55922.0703125, 142.551025390625, 69.73931121826172, 59.244380950927734, 55.53517532348633, 46.603759765625, 42.246212005615234, 40.25450134277344, 34.611549377441406, 32.93741989135742, 28.09000587463379, 27.611331939697266, 25.488662719726562, 23.183176040649414, 22.76373863220215, 20.046579360961914, 19.613710403442383, 18.943992614746094, 17.7480411529541, 17.10257911682129, 16.314205169677734, 16.111454010009766, 15.297724723815918, 15.141148567199707, 14.760329246520996, 13.712291717529297, 13.481125831604004, 12.98154354095459, 12.724456787109375, 12.408905029296875, 12.135828018188477, 11.88232135772705, 11.380464553833008, 11.189224243164062, 10.878410339355469, 10.674684524536133, 10.560952186584473, 10.478769302368164, 9.930203437805176, 9.606386184692383, 9.542195320129395, 9.497420310974121, 9.369503021240234, 8.848089218139648, 8.684584617614746, 8.521407127380371, 8.428487777709961, 8.401920318603516, 8.22278881072998, 8.118387222290039, 8.064395904541016, 7.965631008148193, 7.797688961029053, 7.615686416625977, 7.493371963500977, 7.430764198303223, 7.309532642364502, 7.277657985687256, 7.180081367492676, 7.014657974243164, 6.9345879554748535, 6.762515068054199, 6.736763000488281, 6.58547306060791, 6.441214561462402, 6.36879825592041, 6.280574321746826, 6.17317008972168, 6.10746955871582, 5.893392562866211, 5.885875225067139, 5.818052291870117, 5.75551700592041, 5.713633060455322, 5.565512657165527, 5.51448917388916, 5.4749531745910645, 5.3871378898620605, 5.362839221954346, 5.233593463897705, 5.1892781257629395, 5.113981246948242, 5.043356418609619, 5.028477191925049, 5.003342151641846, 4.9848432540893555, 4.959764003753662, 4.896821975708008, 4.876752853393555, 4.802977561950684, 4.770530700683594, 4.654829978942871, 4.641021728515625, 4.600269317626953, 4.5587005615234375, 4.529292583465576, 4.467700004577637, 4.448175430297852, 4.421104431152344, 4.355031967163086 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 12.348148345947266, "denoise_keep_ratio": 0.9954605271908232, "kept": true }, "18": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 14.002968788146973, "var_explained_pca": [ 55890.0546875, 181.06988525390625, 85.25259399414062, 76.56453704833984, 69.69300079345703, 58.49099349975586, 54.00635528564453, 50.9286003112793, 43.59397506713867, 41.03160095214844, 36.62451934814453, 34.60121154785156, 31.851503372192383, 29.479799270629883, 27.298357009887695, 25.912723541259766, 24.22916030883789, 23.556303024291992, 21.768844604492188, 20.59584617614746, 20.31610870361328, 19.961345672607422, 19.385072708129883, 18.36571502685547, 18.050674438476562, 17.38336181640625, 16.65498161315918, 16.137691497802734, 16.052438735961914, 15.540029525756836, 15.146711349487305, 14.952613830566406, 14.164237976074219, 14.108315467834473, 13.656124114990234, 13.277533531188965, 13.07099723815918, 12.879447937011719, 12.234890937805176, 11.900138854980469, 11.792925834655762, 11.727320671081543, 11.23754596710205, 11.155491828918457, 10.983686447143555, 10.722840309143066, 10.528225898742676, 10.428718566894531, 10.311905860900879, 10.14774227142334, 9.947710037231445, 9.804607391357422, 9.552351951599121, 9.327146530151367, 9.255495071411133, 9.131829261779785, 8.896379470825195, 8.773988723754883, 8.76384162902832, 8.522186279296875, 8.480836868286133, 8.417628288269043, 8.267975807189941, 8.168617248535156, 8.024422645568848, 7.9289398193359375, 7.817897319793701, 7.605767250061035, 7.488258361816406, 7.425039291381836, 7.194558620452881, 7.147045612335205, 7.059767723083496, 7.021986961364746, 6.933444976806641, 6.893159866333008, 6.7836456298828125, 6.688848972320557, 6.59357213973999, 6.55922794342041, 6.496152400970459, 6.405399799346924, 6.340965747833252, 6.238278388977051, 6.223698616027832, 6.170541286468506, 6.127931118011475, 6.069342136383057, 6.01989221572876, 5.899697303771973, 5.833746433258057, 5.809986114501953, 5.761524677276611, 5.672119140625, 5.630368232727051, 5.567387104034424, 5.492931842803955, 5.43589973449707, 5.372630596160889, 5.341575622558594 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 13.943370819091797, "denoise_keep_ratio": 0.9957439047421413, "kept": true }, "19": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 16.73332405090332, "var_explained_pca": [ 55855.953125, 259.8183898925781, 123.98474884033203, 117.61685943603516, 100.79386138916016, 88.60360717773438, 81.26604461669922, 76.90825653076172, 64.19232177734375, 58.19150924682617, 55.405052185058594, 51.83204650878906, 47.895042419433594, 43.933956146240234, 39.0048942565918, 37.605255126953125, 36.57710647583008, 33.6475715637207, 33.20597457885742, 31.054197311401367, 30.54085350036621, 29.54189109802246, 28.300491333007812, 27.686983108520508, 26.56058120727539, 25.738115310668945, 24.719703674316406, 23.9726505279541, 23.69710350036621, 23.264915466308594, 23.062990188598633, 22.610153198242188, 21.19817352294922, 20.6015682220459, 20.004127502441406, 19.41792106628418, 18.687685012817383, 18.281354904174805, 18.08587646484375, 17.682466506958008, 17.299266815185547, 16.779619216918945, 16.39495849609375, 16.2709903717041, 15.817290306091309, 15.57730484008789, 15.160592079162598, 14.97952938079834, 14.867340087890625, 14.639239311218262, 14.44603157043457, 14.329612731933594, 13.955659866333008, 13.792969703674316, 13.645707130432129, 13.205583572387695, 12.936983108520508, 12.774908065795898, 12.561205863952637, 12.484657287597656, 12.387579917907715, 12.194313049316406, 11.97171688079834, 11.839890480041504, 11.690003395080566, 11.402690887451172, 11.176905632019043, 11.128082275390625, 10.933063507080078, 10.789684295654297, 10.599379539489746, 10.460644721984863, 10.319381713867188, 10.152886390686035, 10.052742958068848, 9.951884269714355, 9.769448280334473, 9.669771194458008, 9.538466453552246, 9.424912452697754, 9.29218864440918, 9.260395050048828, 9.210456848144531, 9.045023918151855, 9.029318809509277, 8.885215759277344, 8.844367980957031, 8.810869216918945, 8.740151405334473, 8.650578498840332, 8.47072696685791, 8.465002059936523, 8.287571907043457, 8.221268653869629, 8.090062141418457, 8.02016830444336, 8.00039005279541, 7.928685188293457, 7.820124626159668, 7.77844762802124 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 16.661100387573242, "denoise_keep_ratio": 0.995683842426623, "kept": true }, "20": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 18.97252082824707, "var_explained_pca": [ 55829.65234375, 345.35040283203125, 161.48333740234375, 137.92449951171875, 130.5832977294922, 114.89498901367188, 102.39486694335938, 97.39718627929688, 82.66744232177734, 71.98130798339844, 71.12385559082031, 63.96467971801758, 60.80809783935547, 55.56834030151367, 49.58450698852539, 48.02536392211914, 45.65787887573242, 43.828372955322266, 42.334678649902344, 40.78593063354492, 39.409645080566406, 37.8759651184082, 36.64205551147461, 35.507476806640625, 34.82542037963867, 33.51651382446289, 31.787076950073242, 30.988338470458984, 29.93596839904785, 29.729637145996094, 29.201557159423828, 27.97225570678711, 26.878238677978516, 26.61163902282715, 25.938501358032227, 24.697736740112305, 23.6901798248291, 23.501300811767578, 23.21148109436035, 22.847030639648438, 22.57558250427246, 22.048938751220703, 21.3309383392334, 20.474340438842773, 20.265043258666992, 20.142227172851562, 19.304292678833008, 19.246049880981445, 18.74311637878418, 18.500959396362305, 18.44312286376953, 18.22013282775879, 17.9283504486084, 17.62506103515625, 17.185102462768555, 16.863725662231445, 16.63768768310547, 16.24978256225586, 16.092496871948242, 15.831995964050293, 15.49533748626709, 15.379094123840332, 15.19438648223877, 15.062326431274414, 14.971293449401855, 14.463536262512207, 14.416969299316406, 14.140362739562988, 13.933058738708496, 13.62966537475586, 13.505488395690918, 13.383356094360352, 13.157804489135742, 13.0097017288208, 12.754307746887207, 12.65218448638916, 12.595000267028809, 12.544236183166504, 12.378419876098633, 12.1846923828125, 12.055825233459473, 11.957255363464355, 11.87005615234375, 11.790295600891113, 11.599723815917969, 11.506108283996582, 11.479937553405762, 11.402535438537598, 11.267327308654785, 10.95136547088623, 10.907788276672363, 10.824588775634766, 10.652292251586914, 10.527067184448242, 10.436851501464844, 10.258294105529785, 10.22403335571289, 9.99120044708252, 9.867685317993164, 9.774679183959961 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 18.889907836914062, "denoise_keep_ratio": 0.9956456502495963, "kept": true }, "21": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 21.99995231628418, "var_explained_pca": [ 55783.4765625, 464.9754943847656, 216.5458221435547, 176.7970733642578, 164.15774536132812, 154.38583374023438, 133.35313415527344, 126.93892669677734, 108.76952362060547, 95.74185943603516, 93.21513366699219, 84.44068145751953, 79.43940734863281, 70.54196166992188, 66.87348175048828, 61.42753601074219, 60.787776947021484, 58.42787170410156, 55.19471740722656, 53.14916229248047, 49.927955627441406, 48.51084518432617, 47.4372673034668, 47.01068115234375, 44.9105110168457, 42.9134521484375, 41.3953857421875, 38.973899841308594, 38.32727813720703, 38.182647705078125, 37.190364837646484, 35.80678939819336, 34.360496520996094, 33.74678421020508, 33.61971664428711, 32.15076446533203, 30.442800521850586, 30.124366760253906, 29.924150466918945, 29.772640228271484, 28.382036209106445, 28.241846084594727, 27.41925048828125, 26.598140716552734, 26.1961669921875, 25.32459259033203, 25.0362548828125, 24.822341918945312, 23.691572189331055, 23.487394332885742, 23.385210037231445, 22.946155548095703, 22.52838134765625, 22.29456329345703, 22.040218353271484, 21.607698440551758, 21.174488067626953, 20.719287872314453, 20.387346267700195, 20.051939010620117, 19.93438148498535, 19.700166702270508, 19.42839241027832, 19.262706756591797, 18.968868255615234, 18.509294509887695, 18.48321533203125, 18.212739944458008, 18.12023162841797, 17.745590209960938, 17.4597225189209, 17.247913360595703, 16.861000061035156, 16.693696975708008, 16.409482955932617, 16.307819366455078, 16.132251739501953, 15.8896484375, 15.885953903198242, 15.760417938232422, 15.394609451293945, 15.213582992553711, 15.183908462524414, 14.861952781677246, 14.786952018737793, 14.603521347045898, 14.422959327697754, 14.26828384399414, 14.079740524291992, 13.97457218170166, 13.94154167175293, 13.715436935424805, 13.584698677062988, 13.430414199829102, 13.189833641052246, 13.050654411315918, 12.994832038879395, 12.840608596801758, 12.724468231201172, 12.707316398620605 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 21.910663604736328, "denoise_keep_ratio": 0.9959414134056208, "kept": true }, "22": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 27.18511199951172, "var_explained_pca": [ 55739.0859375, 727.6665649414062, 318.82171630859375, 252.54852294921875, 241.0403289794922, 210.1228790283203, 198.8225860595703, 185.23460388183594, 152.91766357421875, 134.8197479248047, 129.4759979248047, 129.08213806152344, 111.89749908447266, 105.8115463256836, 97.70657348632812, 91.30169677734375, 88.99784088134766, 86.16957092285156, 80.97039031982422, 76.73160552978516, 75.31768035888672, 71.07647705078125, 70.190673828125, 68.50202178955078, 65.39762878417969, 63.01287078857422, 59.61207580566406, 57.80227279663086, 57.18982696533203, 55.93654251098633, 54.836185455322266, 52.32734298706055, 51.73044204711914, 50.904869079589844, 48.85929489135742, 47.32038497924805, 46.12855529785156, 44.90814971923828, 44.367862701416016, 42.88778305053711, 42.14022445678711, 41.85811233520508, 40.719032287597656, 39.56914520263672, 39.07598876953125, 38.48751449584961, 37.24190139770508, 37.001564025878906, 36.224998474121094, 35.46441650390625, 34.54597854614258, 34.0015869140625, 33.770442962646484, 33.2834358215332, 32.90995407104492, 32.120059967041016, 31.896879196166992, 31.264568328857422, 30.856760025024414, 30.304428100585938, 30.16678810119629, 29.492982864379883, 29.251344680786133, 28.529788970947266, 28.272184371948242, 27.745468139648438, 27.320756912231445, 27.032459259033203, 26.684650421142578, 26.460710525512695, 26.279220581054688, 25.898895263671875, 25.612199783325195, 25.27059555053711, 24.667348861694336, 24.56346321105957, 24.11328125, 23.82814598083496, 23.61826515197754, 23.32170295715332, 23.127426147460938, 22.640512466430664, 22.50856590270996, 22.29177474975586, 21.994827270507812, 21.79879379272461, 21.61726188659668, 21.379358291625977, 21.00547218322754, 20.95943260192871, 20.82087516784668, 20.32419204711914, 20.13850212097168, 19.952119827270508, 19.759313583374023, 19.541427612304688, 19.49584197998047, 19.24210548400879, 18.93680763244629, 18.61007308959961 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 27.081077575683594, "denoise_keep_ratio": 0.9961731103469431, "kept": true }, "23": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 34.992897033691406, "var_explained_pca": [ 55598.84375, 1120.296875, 461.1748352050781, 388.2664489746094, 348.33685302734375, 318.4329528808594, 306.3542785644531, 288.18060302734375, 235.96749877929688, 208.01223754882812, 201.8811798095703, 199.2039031982422, 178.84971618652344, 162.747802734375, 152.8446044921875, 145.06459045410156, 137.86061096191406, 132.99032592773438, 127.38038635253906, 117.88240814208984, 113.63159942626953, 110.96635437011719, 108.3252182006836, 107.61348724365234, 100.36893463134766, 97.64580535888672, 95.11137390136719, 94.18649291992188, 88.40691375732422, 87.74651336669922, 87.25175476074219, 85.5854721069336, 82.11857604980469, 79.91452026367188, 77.69267272949219, 74.83096313476562, 73.8956298828125, 71.85269165039062, 70.06184387207031, 68.49129486083984, 65.19017028808594, 64.40494537353516, 63.45065689086914, 63.00554656982422, 61.932682037353516, 60.38875198364258, 58.535865783691406, 57.51524353027344, 56.02506637573242, 55.94422149658203, 54.685760498046875, 53.868106842041016, 53.442569732666016, 51.80039596557617, 51.64588165283203, 51.05073547363281, 50.28068542480469, 48.8787956237793, 48.08452224731445, 47.40259552001953, 46.38405227661133, 46.07964324951172, 45.472434997558594, 44.83003616333008, 44.47382354736328, 43.549041748046875, 42.61450958251953, 42.53157043457031, 41.93907928466797, 41.70792007446289, 40.9047966003418, 39.913272857666016, 39.33765411376953, 38.762630462646484, 38.56207275390625, 37.643062591552734, 37.55527877807617, 37.1348876953125, 36.84820556640625, 36.128578186035156, 35.93247604370117, 35.78873825073242, 34.75584030151367, 34.590030670166016, 34.064308166503906, 33.903785705566406, 33.76753616333008, 32.885623931884766, 32.44734191894531, 32.35054397583008, 32.21044921875, 31.977378845214844, 31.754013061523438, 31.083208084106445, 30.935256958007812, 30.657272338867188, 30.254959106445312, 30.15037727355957, 29.9776611328125, 29.733386993408203 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 34.8760986328125, "denoise_keep_ratio": 0.9966622254577421, "kept": true }, "24": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 42.08939743041992, "var_explained_pca": [ 55485.4921875, 1666.2996826171875, 664.1045532226562, 578.8330078125, 470.5131530761719, 455.7047119140625, 428.07666015625, 411.3343505859375, 333.8512878417969, 294.27593994140625, 283.1180725097656, 265.6278991699219, 250.54946899414062, 236.88775634765625, 232.41656494140625, 217.9174041748047, 196.34632873535156, 192.05738830566406, 184.35052490234375, 170.31329345703125, 164.723388671875, 161.45465087890625, 157.2599639892578, 150.95277404785156, 144.5988006591797, 138.8883819580078, 136.04925537109375, 133.41285705566406, 128.5479736328125, 127.76432800292969, 125.87124633789062, 121.63394165039062, 118.90252685546875, 116.20391845703125, 113.44219970703125, 109.76725006103516, 108.4946060180664, 104.76696014404297, 102.73027801513672, 100.42159271240234, 96.48804473876953, 93.64451599121094, 92.25651550292969, 90.44917297363281, 88.84232330322266, 87.03392791748047, 86.12565612792969, 85.00032806396484, 83.24130249023438, 81.17005157470703, 80.23748779296875, 79.3011703491211, 78.51154327392578, 77.38162994384766, 76.26192474365234, 74.71041870117188, 73.65526580810547, 72.85076141357422, 71.98362731933594, 70.14061737060547, 69.50349426269531, 67.66368865966797, 66.46036529541016, 65.4720458984375, 65.01557159423828, 64.85954284667969, 63.92179870605469, 63.102046966552734, 62.057804107666016, 60.879329681396484, 59.83607482910156, 59.45966339111328, 58.55653381347656, 57.37367630004883, 57.180110931396484, 56.55276107788086, 56.334320068359375, 55.47984313964844, 54.674842834472656, 53.720672607421875, 53.48195266723633, 53.03947448730469, 52.1309700012207, 51.61395263671875, 51.017845153808594, 50.953311920166016, 50.40713119506836, 49.56578063964844, 49.195552825927734, 48.485843658447266, 47.902122497558594, 47.583797454833984, 47.11943435668945, 46.56438446044922, 46.28872299194336, 45.857887268066406, 45.549556732177734, 45.03324508666992, 44.319950103759766, 43.86188507080078 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 41.93895721435547, "denoise_keep_ratio": 0.996425698032072, "kept": true }, "25": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 50.06999969482422, "var_explained_pca": [ 55519.77734375, 2358.8203125, 839.0264892578125, 804.011474609375, 645.549072265625, 611.8869018554688, 550.6000366210938, 527.0069580078125, 433.45733642578125, 386.0710754394531, 366.7753601074219, 349.0994567871094, 335.8446960449219, 309.363525390625, 304.2525634765625, 276.5474548339844, 255.77525329589844, 252.33213806152344, 239.73812866210938, 225.0946044921875, 213.085205078125, 210.5299530029297, 203.33409118652344, 185.92044067382812, 184.80715942382812, 180.6320037841797, 177.75868225097656, 170.26893615722656, 168.53231811523438, 164.93064880371094, 159.79925537109375, 157.0676727294922, 154.4275665283203, 150.04539489746094, 145.0443572998047, 138.6029510498047, 135.325439453125, 132.3450164794922, 130.71751403808594, 128.1544189453125, 126.93348693847656, 121.16334533691406, 118.88558959960938, 118.24107360839844, 115.59271240234375, 114.6581039428711, 110.80339050292969, 109.01219177246094, 108.0656509399414, 106.72001647949219, 105.0758056640625, 103.25489807128906, 101.802734375, 98.76919555664062, 98.48664855957031, 97.0013656616211, 95.1784896850586, 94.45118713378906, 93.6217269897461, 92.42060852050781, 90.19979858398438, 89.66808319091797, 86.14493560791016, 85.32038116455078, 84.6395263671875, 83.96190643310547, 83.22889709472656, 83.06108093261719, 81.70584106445312, 79.05722045898438, 78.72286987304688, 77.81722259521484, 77.0835952758789, 75.27265167236328, 74.53888702392578, 74.21282958984375, 73.57884979248047, 71.68997192382812, 71.26605987548828, 70.7481689453125, 69.48848724365234, 69.105224609375, 68.10720825195312, 66.68618774414062, 66.25270080566406, 65.71729278564453, 65.0346908569336, 64.62138366699219, 64.0617446899414, 63.46839904785156, 62.719993591308594, 62.050994873046875, 61.2699089050293, 61.11384582519531, 60.43179702758789, 59.71086883544922, 58.53986358642578, 58.316871643066406, 57.88935470581055, 57.36146926879883 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 49.9197883605957, "denoise_keep_ratio": 0.9969999733344508, "kept": true }, "26": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 54.18119812011719, "var_explained_pca": [ 55450.95703125, 2842.76953125, 1174.7567138671875, 1030.3243408203125, 827.3722534179688, 810.3729858398438, 695.3065185546875, 652.8366088867188, 542.2587890625, 524.7755737304688, 505.01220703125, 465.6076965332031, 416.994140625, 403.39227294921875, 384.7943115234375, 350.578857421875, 335.567138671875, 321.224365234375, 314.4003601074219, 285.93878173828125, 278.44793701171875, 269.8763427734375, 258.1064147949219, 240.7939910888672, 230.9946746826172, 227.93202209472656, 225.39981079101562, 214.6265869140625, 209.50546264648438, 203.88629150390625, 202.60386657714844, 201.25741577148438, 199.57395935058594, 190.69171142578125, 183.65945434570312, 176.25961303710938, 175.29519653320312, 172.29310607910156, 164.5198974609375, 162.3534698486328, 161.21414184570312, 153.94186401367188, 151.02830505371094, 149.52499389648438, 146.57293701171875, 145.18348693847656, 142.36669921875, 139.09803771972656, 137.31072998046875, 135.95863342285156, 133.97178649902344, 130.23291015625, 129.9210205078125, 126.97884368896484, 126.01861572265625, 123.0146484375, 121.90357208251953, 119.1656723022461, 117.10566711425781, 116.17583465576172, 115.29515075683594, 114.10906219482422, 110.63616180419922, 110.26181030273438, 108.7082290649414, 107.49612426757812, 105.79124450683594, 104.14022827148438, 102.76849365234375, 101.80549621582031, 100.22636413574219, 99.12076568603516, 98.132080078125, 97.13109588623047, 96.04222869873047, 95.17440795898438, 94.93706512451172, 92.60938262939453, 91.7582778930664, 90.23800659179688, 89.81212615966797, 89.01158142089844, 88.71705627441406, 87.13866424560547, 86.15782165527344, 85.09861755371094, 84.48521423339844, 83.52783203125, 82.40241241455078, 81.80899047851562, 80.40499114990234, 80.17416381835938, 79.70234680175781, 78.7689208984375, 78.11083984375, 77.68058776855469, 76.37490844726562, 75.61689758300781, 75.32367706298828, 74.66617584228516 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 54.00489044189453, "denoise_keep_ratio": 0.9967459619879244, "kept": true }, "27": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 64.08548736572266, "var_explained_pca": [ 55605.390625, 3791.15673828125, 1570.5853271484375, 1369.885498046875, 1129.8951416015625, 1068.98876953125, 927.4456787109375, 863.3883056640625, 738.8055419921875, 702.8252563476562, 654.223876953125, 607.62841796875, 551.3441162109375, 537.90283203125, 490.1415100097656, 451.7488708496094, 447.9989013671875, 432.2839660644531, 411.366455078125, 379.66241455078125, 365.89642333984375, 352.19793701171875, 334.2785339355469, 319.5048828125, 315.7532043457031, 302.6534118652344, 289.1351318359375, 284.05816650390625, 273.5203857421875, 271.0960998535156, 270.7371826171875, 263.3619079589844, 255.8305206298828, 253.12049865722656, 244.50686645507812, 235.31478881835938, 232.53939819335938, 225.52523803710938, 219.83926391601562, 216.03466796875, 212.37567138671875, 204.17868041992188, 201.00140380859375, 196.52752685546875, 194.8263702392578, 192.4204559326172, 188.49679565429688, 183.69839477539062, 182.74191284179688, 180.65679931640625, 176.89036560058594, 173.61642456054688, 170.14813232421875, 167.72731018066406, 165.40504455566406, 164.33518981933594, 161.76715087890625, 158.00257873535156, 157.46792602539062, 155.52442932128906, 153.53189086914062, 152.63043212890625, 148.9813232421875, 147.6215057373047, 146.10189819335938, 143.4507293701172, 142.1995086669922, 140.56451416015625, 137.1707305908203, 136.25390625, 135.09437561035156, 133.68887329101562, 131.50210571289062, 129.74571228027344, 128.4654998779297, 127.29509735107422, 126.206787109375, 124.47650909423828, 123.92603302001953, 122.90802001953125, 121.79389953613281, 119.9667739868164, 119.4818115234375, 118.47146606445312, 116.5096664428711, 114.79328918457031, 113.57707977294922, 112.49504852294922, 112.15155029296875, 110.90178680419922, 109.0580062866211, 108.0855484008789, 107.30209350585938, 106.47936248779297, 105.6114730834961, 104.18195343017578, 103.68273162841797, 102.3682632446289, 102.27615356445312, 101.05191040039062 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 63.86896514892578, "denoise_keep_ratio": 0.9966213533563187, "kept": true }, "28": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 74.41927337646484, "var_explained_pca": [ 55817.44921875, 5051.89794921875, 2232.984130859375, 1832.886962890625, 1554.31982421875, 1447.936279296875, 1186.8253173828125, 1135.1329345703125, 998.19140625, 920.0491333007812, 867.0844116210938, 812.9124755859375, 722.2413940429688, 706.5919799804688, 643.6945190429688, 614.6917724609375, 589.1708984375, 579.7979125976562, 550.63916015625, 511.648681640625, 484.3161315917969, 462.43658447265625, 449.20648193359375, 424.4111328125, 416.4117736816406, 403.7904357910156, 394.24542236328125, 378.7272644042969, 365.88433837890625, 361.2618103027344, 351.2176208496094, 345.662841796875, 338.6841125488281, 327.1922607421875, 320.7881164550781, 312.7545166015625, 308.2420959472656, 298.122314453125, 292.6888427734375, 286.5613708496094, 281.4661865234375, 269.6049499511719, 266.9450988769531, 259.2109680175781, 256.2699890136719, 255.20884704589844, 247.9430694580078, 245.155517578125, 244.509765625, 236.52456665039062, 234.3577423095703, 228.23089599609375, 223.91685485839844, 222.6310577392578, 218.7494354248047, 213.77186584472656, 209.4456787109375, 209.03941345214844, 205.99169921875, 203.33169555664062, 201.43777465820312, 197.89906311035156, 195.20213317871094, 193.9158172607422, 190.56369018554688, 189.83663940429688, 186.97100830078125, 182.48780822753906, 181.25315856933594, 180.9600372314453, 179.08799743652344, 176.9744110107422, 174.9975128173828, 173.12872314453125, 172.70216369628906, 170.23252868652344, 166.47315979003906, 164.96994018554688, 164.5444793701172, 162.73744201660156, 162.39349365234375, 160.2812042236328, 159.12612915039062, 156.9385986328125, 155.6781005859375, 154.033447265625, 153.26565551757812, 150.8549346923828, 149.19630432128906, 148.63546752929688, 146.39227294921875, 144.033447265625, 143.1333465576172, 141.31753540039062, 140.32760620117188, 139.38040161132812, 137.13682556152344, 136.54029846191406, 135.86827087402344, 133.89332580566406 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 74.17464447021484, "denoise_keep_ratio": 0.9967128286107754, "kept": true }, "29": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 81.6607666015625, "var_explained_pca": [ 55976.1640625, 6160.48583984375, 2764.27001953125, 2160.66455078125, 1982.95654296875, 1770.49267578125, 1464.6766357421875, 1371.0093994140625, 1190.5057373046875, 1101.2296142578125, 1079.55908203125, 953.8004760742188, 867.3970947265625, 840.0101928710938, 791.50341796875, 753.7938232421875, 724.957763671875, 707.4423828125, 661.2650146484375, 627.2691040039062, 609.0687255859375, 565.6359252929688, 547.6714477539062, 523.3228149414062, 507.9316711425781, 503.35504150390625, 488.0317077636719, 460.3802185058594, 443.1476745605469, 431.6462097167969, 426.7420959472656, 421.720458984375, 400.98394775390625, 391.2710266113281, 389.1488952636719, 386.9803466796875, 381.4267272949219, 372.11865234375, 363.11541748046875, 354.7341613769531, 341.4212646484375, 339.3045959472656, 330.3590087890625, 322.4822692871094, 318.3686218261719, 315.2230529785156, 310.224365234375, 307.5805358886719, 304.8548889160156, 296.711181640625, 292.85992431640625, 286.7109069824219, 283.8749084472656, 278.9857482910156, 273.7303161621094, 271.606689453125, 269.75091552734375, 264.18377685546875, 259.667236328125, 255.9115753173828, 253.91943359375, 250.45440673828125, 242.76760864257812, 241.3586883544922, 239.38632202148438, 235.49571228027344, 234.0709228515625, 231.34561157226562, 228.5732421875, 223.4444580078125, 222.8793487548828, 221.89610290527344, 219.97410583496094, 217.72959899902344, 214.59524536132812, 211.3401336669922, 209.82955932617188, 206.28977966308594, 205.95318603515625, 200.89637756347656, 199.88868713378906, 199.2432403564453, 194.82118225097656, 192.50636291503906, 192.23049926757812, 189.569580078125, 187.4296112060547, 185.33123779296875, 184.09454345703125, 183.08168029785156, 179.9144744873047, 179.3390655517578, 177.66677856445312, 175.92552185058594, 174.70339965820312, 172.67457580566406, 171.20388793945312, 169.66592407226562, 168.61618041992188, 166.08506774902344 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 81.39567565917969, "denoise_keep_ratio": 0.9967537539333149, "kept": true }, "30": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 96.22333526611328, "var_explained_pca": [ 56468.86328125, 8450.1533203125, 3647.92333984375, 2893.563232421875, 2624.90625, 2443.759765625, 1942.3914794921875, 1770.5517578125, 1576.07177734375, 1439.3759765625, 1410.3280029296875, 1277.723876953125, 1172.859375, 1101.8482666015625, 1053.443359375, 1008.7412109375, 953.6469116210938, 921.9786987304688, 855.89111328125, 837.2603149414062, 800.2575073242188, 752.3925170898438, 717.0660400390625, 701.8570556640625, 688.750244140625, 637.33251953125, 622.0454711914062, 611.333251953125, 590.7272338867188, 576.9579467773438, 556.5505981445312, 554.6135864257812, 545.2764892578125, 532.1951904296875, 516.2334594726562, 502.3910827636719, 490.7458801269531, 488.666748046875, 484.85260009765625, 467.52972412109375, 461.7187805175781, 452.4089050292969, 439.29058837890625, 427.8173522949219, 423.68536376953125, 413.7432861328125, 406.0764465332031, 403.8733215332031, 401.2002258300781, 391.8952941894531, 388.3858337402344, 378.42425537109375, 362.6986999511719, 358.1817932128906, 353.8659362792969, 353.3099060058594, 349.8461608886719, 345.3277587890625, 336.5068664550781, 334.5580139160156, 330.3498840332031, 326.9939880371094, 322.9984130859375, 316.6173095703125, 314.6643371582031, 310.9185791015625, 306.90008544921875, 303.9234924316406, 299.45941162109375, 298.3277893066406, 293.3425598144531, 290.4051513671875, 289.15966796875, 286.755859375, 275.8966064453125, 274.0598449707031, 271.8323059082031, 267.92138671875, 265.21856689453125, 261.9381103515625, 260.6590881347656, 258.3798828125, 253.21083068847656, 252.7342529296875, 250.98594665527344, 247.73838806152344, 245.5413818359375, 243.37135314941406, 242.53297424316406, 238.491455078125, 235.06927490234375, 233.69715881347656, 231.53517150878906, 229.61019897460938, 227.130615234375, 225.45391845703125, 222.66477966308594, 222.26327514648438, 219.7191619873047, 217.85369873046875 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 95.92189025878906, "denoise_keep_ratio": 0.9968672359309667, "kept": true }, "31": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 107.01953125, "var_explained_pca": [ 56884.57421875, 10329.7236328125, 5139.0068359375, 3746.592529296875, 3537.359619140625, 3387.49560546875, 2441.385009765625, 2254.93017578125, 2104.0517578125, 1930.1724853515625, 1795.8533935546875, 1634.7962646484375, 1565.4979248046875, 1446.0997314453125, 1404.61669921875, 1338.517333984375, 1234.1077880859375, 1160.057373046875, 1110.5552978515625, 1063.5693359375, 975.4344482421875, 973.928955078125, 922.098876953125, 903.0932006835938, 882.1245727539062, 851.2005615234375, 804.6337280273438, 797.5746459960938, 770.728271484375, 738.5383911132812, 728.5147705078125, 702.6258544921875, 692.85009765625, 674.1759033203125, 664.8516845703125, 641.6273803710938, 635.0011596679688, 628.9566040039062, 617.9732666015625, 601.24462890625, 590.8551635742188, 575.0115356445312, 560.7329711914062, 552.8463134765625, 542.8207397460938, 531.5848388671875, 524.8075561523438, 512.9248657226562, 508.7143249511719, 503.62109375, 493.0010070800781, 486.506591796875, 482.8606262207031, 459.1050109863281, 454.8650817871094, 449.80413818359375, 439.03143310546875, 435.3023681640625, 427.2153625488281, 419.1341857910156, 416.30950927734375, 411.22216796875, 409.41925048828125, 403.5679626464844, 398.5182800292969, 393.1320495605469, 390.3603820800781, 384.6351013183594, 379.49993896484375, 377.0553283691406, 375.9743957519531, 373.77178955078125, 367.2317810058594, 359.05718994140625, 358.0732116699219, 349.99822998046875, 342.01092529296875, 340.7405090332031, 339.0811767578125, 334.8245849609375, 331.1334533691406, 327.0372314453125, 324.4224853515625, 321.80322265625, 317.56695556640625, 314.79498291015625, 309.47552490234375, 307.8850402832031, 305.1699523925781, 303.6866760253906, 299.7285461425781, 298.57684326171875, 292.298095703125, 291.3175354003906, 288.1904602050781, 286.4670715332031, 284.9966735839844, 282.6122741699219, 279.864013671875, 276.4518737792969 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 106.68988800048828, "denoise_keep_ratio": 0.9969197842145125, "kept": true }, "32": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 118.5439682006836, "var_explained_pca": [ 57668.59375, 13214.357421875, 6015.22021484375, 5167.94091796875, 4834.59619140625, 4701.70458984375, 3296.123779296875, 2809.165771484375, 2648.142822265625, 2558.14990234375, 2314.19287109375, 2204.081787109375, 1985.499267578125, 1850.42626953125, 1813.607177734375, 1691.86083984375, 1599.322509765625, 1537.40673828125, 1479.2489013671875, 1373.42578125, 1319.023193359375, 1252.8739013671875, 1207.492431640625, 1194.348388671875, 1163.37939453125, 1144.5560302734375, 1136.41455078125, 1072.5833740234375, 1025.4456787109375, 1006.5509033203125, 974.0763549804688, 958.904541015625, 902.6655883789062, 876.9224853515625, 864.8225708007812, 853.1409912109375, 840.652099609375, 833.4207763671875, 826.9739990234375, 803.608642578125, 783.774658203125, 765.0853881835938, 740.153076171875, 723.960205078125, 708.9564208984375, 687.4151611328125, 677.7774658203125, 671.2297973632812, 659.9491577148438, 645.0885009765625, 639.1203002929688, 628.2742309570312, 611.2503051757812, 602.74462890625, 596.6464233398438, 587.986328125, 581.6084594726562, 568.4097900390625, 559.564208984375, 543.6763305664062, 529.49658203125, 526.555419921875, 515.6170043945312, 509.8706970214844, 504.01104736328125, 498.1893615722656, 495.9685974121094, 489.128173828125, 484.12286376953125, 476.37591552734375, 472.3533020019531, 466.4201354980469, 455.123046875, 452.3898010253906, 449.5289306640625, 441.63751220703125, 439.3175048828125, 438.1419982910156, 430.1238098144531, 424.2044677734375, 422.169677734375, 412.6983642578125, 408.80609130859375, 403.665283203125, 400.2746276855469, 395.8624267578125, 390.2297668457031, 386.1285705566406, 384.356689453125, 379.24859619140625, 376.12237548828125, 371.1570739746094, 369.3206481933594, 364.645751953125, 361.5331115722656, 358.4165344238281, 357.5542907714844, 352.64324951171875, 351.4005432128906, 347.2699279785156 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 118.1823959350586, "denoise_keep_ratio": 0.9969498889642964, "kept": true }, "33": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 131.00772094726562, "var_explained_pca": [ 61526.9453125, 17248.41796875, 8187.7197265625, 6664.30859375, 6037.16015625, 5686.1298828125, 4353.82421875, 3765.703125, 3322.063232421875, 3007.805419921875, 2750.14111328125, 2639.482177734375, 2406.291015625, 2297.769775390625, 2190.981689453125, 2051.945068359375, 2042.9949951171875, 1970.7208251953125, 1957.0611572265625, 1778.0621337890625, 1715.91455078125, 1615.2147216796875, 1588.5799560546875, 1563.1761474609375, 1498.091552734375, 1458.5958251953125, 1355.5152587890625, 1325.9500732421875, 1303.37744140625, 1264.432373046875, 1241.772216796875, 1189.849609375, 1172.681396484375, 1134.9293212890625, 1122.4613037109375, 1093.5374755859375, 1068.35205078125, 1031.154052734375, 1013.5249633789062, 1004.21240234375, 976.4291381835938, 953.1051635742188, 913.3631591796875, 901.2651977539062, 873.8164672851562, 844.8031005859375, 833.1885375976562, 825.118408203125, 809.5551147460938, 795.06396484375, 783.7682495117188, 780.027587890625, 756.66162109375, 744.5490112304688, 730.4923706054688, 727.4307861328125, 702.7077026367188, 697.3836669921875, 681.7027587890625, 673.716552734375, 666.7373046875, 661.2369384765625, 648.6566772460938, 639.431640625, 627.4215698242188, 622.0875244140625, 607.1304931640625, 605.2437744140625, 595.05810546875, 591.6395874023438, 582.0455932617188, 574.0330810546875, 568.9413452148438, 563.982177734375, 557.0477294921875, 544.1937255859375, 541.719482421875, 530.3095703125, 524.7749633789062, 520.8016357421875, 513.27783203125, 510.23956298828125, 504.61236572265625, 500.1837463378906, 496.74969482421875, 485.7484436035156, 482.98309326171875, 477.40838623046875, 473.9776611328125, 472.2829284667969, 467.50811767578125, 459.0152282714844, 457.4245300292969, 455.2518310546875, 445.5783996582031, 444.9609375, 441.1076965332031, 438.39483642578125, 436.0268859863281, 425.72698974609375 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 130.57070922851562, "denoise_keep_ratio": 0.9966642292867158, "kept": true }, "34": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 163.78805541992188, "var_explained_pca": [ 53374.23828125, 13662.203125, 9639.7783203125, 7925.08154296875, 7505.70068359375, 6868.84326171875, 6032.14306640625, 4770.3388671875, 4218.67236328125, 3868.759033203125, 3564.774169921875, 3394.260009765625, 3174.647216796875, 2941.257080078125, 2807.88134765625, 2763.541259765625, 2679.490478515625, 2550.871826171875, 2499.412353515625, 2364.474365234375, 2240.506103515625, 2193.47265625, 2075.22412109375, 2031.779541015625, 1955.577880859375, 1945.7969970703125, 1864.791015625, 1847.1778564453125, 1755.4156494140625, 1741.0787353515625, 1685.005859375, 1655.5494384765625, 1573.781982421875, 1551.1116943359375, 1490.1357421875, 1457.5235595703125, 1440.493408203125, 1399.4815673828125, 1385.7713623046875, 1378.2232666015625, 1307.7406005859375, 1255.94677734375, 1252.059814453125, 1214.4705810546875, 1209.953369140625, 1153.4671630859375, 1128.0640869140625, 1106.290283203125, 1096.20068359375, 1064.93017578125, 1044.5196533203125, 1017.1538696289062, 1004.6776123046875, 983.1361694335938, 974.0040893554688, 941.8937377929688, 918.9827880859375, 908.7914428710938, 901.647705078125, 896.9834594726562, 877.1063842773438, 868.482177734375, 863.0004272460938, 846.3626098632812, 835.0721435546875, 827.2122802734375, 816.5784912109375, 811.021484375, 806.85595703125, 793.8718872070312, 771.1854248046875, 764.05712890625, 756.0360717773438, 744.994384765625, 729.5585327148438, 715.4908447265625, 707.8626098632812, 703.9400634765625, 696.48828125, 683.4578247070312, 678.819091796875, 670.750732421875, 663.7298583984375, 654.056396484375, 642.5841674804688, 641.2423706054688, 633.9947509765625, 616.4056396484375, 615.1749267578125, 610.0615844726562, 607.86962890625, 606.9985961914062, 599.470703125, 585.0894165039062, 577.4509887695312, 568.3062744140625, 565.2495727539062, 563.4923706054688, 558.9669189453125, 553.6634521484375 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 163.35345458984375, "denoise_keep_ratio": 0.9973465657861076, "kept": true }, "35": { "n_pos": 25551, "n_neg": 50509, "mean_diff_norm_raw": 39.287628173828125, "var_explained_pca": [ 3660.23291015625, 1168.493408203125, 580.3790283203125, 390.5315856933594, 340.0093994140625, 193.69041442871094, 164.21595764160156, 118.02616119384766, 108.7538070678711, 100.6816177368164, 88.8724136352539, 82.74729919433594, 80.04717254638672, 71.4892807006836, 66.74918365478516, 64.21778106689453, 60.716182708740234, 59.27577209472656, 58.29692840576172, 53.30862045288086, 50.761837005615234, 49.333831787109375, 47.533538818359375, 43.974266052246094, 42.23476791381836, 38.468502044677734, 37.684791564941406, 35.77410125732422, 34.93984603881836, 34.361202239990234, 33.28074264526367, 32.33622741699219, 31.601152420043945, 30.784347534179688, 29.77971076965332, 29.592477798461914, 28.50518035888672, 27.41617774963379, 27.223308563232422, 26.36125946044922, 25.771535873413086, 24.90678596496582, 24.39197540283203, 23.572654724121094, 23.179290771484375, 23.039077758789062, 22.0891170501709, 21.719011306762695, 20.538118362426758, 20.213376998901367, 19.91213607788086, 19.363374710083008, 18.902647018432617, 18.73941421508789, 17.94770050048828, 17.733718872070312, 17.208419799804688, 17.030654907226562, 16.841800689697266, 16.7133846282959, 16.437088012695312, 16.09327507019043, 15.619057655334473, 15.409451484680176, 15.3631010055542, 15.110072135925293, 14.728145599365234, 14.6163911819458, 14.250506401062012, 14.136869430541992, 13.720170021057129, 13.451299667358398, 13.405142784118652, 13.335829734802246, 12.93970775604248, 12.873761177062988, 12.812309265136719, 12.769888877868652, 12.536767959594727, 12.380555152893066, 12.13821792602539, 11.990220069885254, 11.930755615234375, 11.836328506469727, 11.537282943725586, 11.379291534423828, 11.356119155883789, 10.99677848815918, 10.951647758483887, 10.826820373535156, 10.761019706726074, 10.578266143798828, 10.436907768249512, 10.385618209838867, 10.32023811340332, 10.153910636901855, 9.893670082092285, 9.760902404785156, 9.694772720336914, 9.654806137084961 ], "pca_n_returned": 100, "pca_denoise_applied": true, "mean_diff_norm_filtered": 39.259647369384766, "denoise_keep_ratio": 0.9992877960379905, "kept": true } } }