data/monitoring/checkpoints/directions_monitoring_summary.json

{
  "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
    }
  }
}