drug,SVR,,,,,,LLS,,,,,,LARS,,,,,,DT,,,,,,NNclassify,,,,, ,median-mse,median-accuracy,median-ir,median-sens,median-spec,median-corrcoef,median-mse,median-accuracy,median-ir,median-sens,median-spec,median-corrcoef,median-mse,median-accuracy,median-ir,median-sens,median-spec,median-corrcoef,median-mse,median-accuracy,median-ir,median-sens,median-spec,median-corrcoef,median-mse,median-accuracy,median-ir,median-sens,median-spec,median-corrcoef APV,0.346138580654,0.797385620915,0.804347826087,0.784615384615,0.901098901099,0.661055045705,0.342133001504,0.797385620915,0.781548250265,0.806734578382,0.899438202247,0.666178976082,0.365881882261,0.797385620915,0.787847790507,0.8,0.904737903226,0.651914978779,,0.766233766234,0.731707317073,0.793103448276,0.905263157895,,,0.763147643164,0.721702127659,0.791288566243,0.897354868914, ATV,0.291242072936,0.727272727273,0.704793028323,0.893314366998,0.84122983871,0.721378941889,0.28789864569,0.727272727273,0.725705329154,0.897435897436,0.833333333333,0.723717187463,0.303152624297,0.698412698413,0.695707070707,0.913025210084,0.807894736842,0.706533767034,,0.651515151515,0.548387096774,0.828571428571,0.870967741935,,,0.651515151515,0.6325,0.816985645933,0.836021505376, IDV,0.329343398763,0.760606060606,0.648943661972,0.883418906675,0.92637759711,0.686723673047,0.31079242499,0.751515151515,0.637147335423,0.893487394958,0.923076923077,0.690160015838,0.332506945359,0.751515151515,0.621786420567,0.901923737547,0.921266233767,0.685389715925,,0.751515151515,0.647887323944,0.8875,0.905882352941,,,0.712121212122,0.594475946589,0.886075949367,0.89329538267, LPV,0.166544527014,0.825242718447,0.810344827586,0.946898496241,0.908249158249,0.839705576307,0.161329080792,0.820388349515,0.803571428571,0.949576271186,0.896896258503,0.841454011747,0.186494955844,0.813707584351,0.790064102564,0.948714202221,0.888888888889,0.828200528125,,0.728155339806,0.717391304348,0.875,0.893617021277,,,0.728155339806,0.686887254902,0.899152542373,0.873670212766, NFV,0.313148189542,0.760470453241,0.712757482645,0.941170816111,0.912022703818,0.690725504149,0.315646355817,0.744047619048,0.684228039042,0.946485805861,0.884523809523,0.69063710205,0.342386151174,0.732142857143,0.697916666667,0.952380952381,0.824463118581,0.678659280763,,0.797619047619,0.737373737374,0.940594059406,0.897058823529,,,0.72619047619,0.65467032967,0.923076923077,0.917808219178, RTV,0.176935551684,0.860316052568,0.825543478261,0.932507583418,0.96875,0.824379261045,0.180822128059,0.854430379747,0.816985645933,0.933333333333,0.960263157895,0.826298751699,0.185291414587,0.860316052568,0.818707114482,0.928991596638,0.960782638414,0.824625512453,,0.842767295597,0.777777777778,0.951219512195,0.935064935065,,,0.816455696203,0.740777338603,0.939759036145,0.94870951833, SQV,0.372881619458,0.766193181818,0.714141158614,0.882344632768,0.871624713959,0.635923270233,0.36146379053,0.7625,0.704325468844,0.899233637116,0.85415084102,0.650309871279,0.413415627831,0.744602272728,0.658313679245,0.905083655083,0.848469387755,0.627329186167,,0.769696969697,0.754385964912,0.805970149254,0.88,,,0.745454545455,0.675346687211,0.792385057472,0.892848600814, 3TC,0.0613699564224,0.866141732283,0.985294117647,0.827771598072,1.0,0.942525397461,0.055153220228,0.873007874016,0.974679487179,0.837833099579,1.0,0.946219101845,0.062916955185,0.877007874016,0.984710550887,0.823223039216,1.0,0.939018741935,,0.92125984252,0.987654320988,0.954022988506,0.925,,,0.92125984252,0.975900116144,0.95453958414,0.906613372093, ABC,0.215661809478,0.769841269841,0.772304236201,0.957670772676,0.859126984127,0.794949612369,0.205158848428,0.773809523809,0.760434782609,0.965316760224,0.847222222222,0.789535207849,0.223238255276,0.780017921147,0.77350270005,0.973846153846,0.837837837838,0.791308307342,,0.746031746032,0.782051282051,0.965517241379,0.810810810811,,,0.71198156682,0.693181818182,0.950874020494,0.806623931624, AZT,0.345584435154,0.746966567704,0.703125,0.965517241379,0.81447196871,0.665646247667,0.330047508544,0.740157480315,0.693611473273,0.960298742138,0.811655405406,0.682067635771,0.363127183905,0.724409448819,0.652199074074,0.965789473684,0.820098039216,0.654159873527,,0.722222222222,0.698113207547,0.885245901639,0.833333333333,,,0.714825093584,0.620344827586,0.900888265545,0.869537815126, D4T,0.251846106821,0.783464566929,0.788690476191,0.80975877193,0.899979587671,0.755332586845,0.255093585343,0.779108041823,0.78945035461,0.818333333334,0.898427904692,0.753578156463,0.280674390577,0.787401574803,0.812812812813,0.805148116193,0.906926406926,0.755537301976,,0.769841269841,0.795454545455,0.796296296296,0.902777777778,,,0.755905511811,0.783065953654,0.849654739485,0.845612134344, DDI,0.327759075707,0.732283464567,0.905869324474,0.699315068493,0.842164855073,0.6714758991,0.324682118709,0.733870967742,0.907670454545,0.726539589443,0.827747252747,0.68017396295,0.348509990502,0.740157480315,0.891812865497,0.69696969697,0.871045947818,0.661231513744,,0.748031496063,0.897435897436,0.709090909091,0.857142857143,,,0.708661417323,0.893617021277,0.695980542755,0.813392857143, TDF,0.632155814464,0.661971830986,0.615384615385,0.645,0.8,0.321145213591,0.603391526715,0.661971830986,0.605555555556,0.807692307692,0.757777777778,0.326232436958,0.814471776211,0.647887323944,0.535897435897,0.5,0.864705882353,0.215992924744,,0.671428571429,0.5,0.1,0.92,,,0.633802816901,0.547727272727,0.587121212121,0.808423913044, DLV,0.333027630457,0.782764854193,0.566202090593,0.787382016891,0.969229960025,0.666817298896,0.332103048886,0.823129251701,0.693092621664,0.794374563242,0.968253079507,0.673978553183,0.369614484723,0.816326530612,0.686932849365,0.72385620915,0.989247311828,0.638764845683,,0.816326530612,0.702702702703,0.764705882353,0.989361702128,,,0.820655534942,0.722167243939,0.766968325792,0.977775033955, EFV,0.369297771941,0.816326530612,0.656076066791,0.807621161672,0.988370520622,0.641328057346,0.353049798119,0.823129251701,0.680909090909,0.810344827586,0.984041262136,0.633149367344,0.405138518051,0.802045475725,0.609143763213,0.774723487313,0.989743320008,0.626043230638,,0.795918367347,0.666666666667,0.818181818182,0.989130434783,,,0.802045475725,0.631578947368,0.807692307692,0.989070711897, NVP,0.323440480654,0.854748858448,0.807764091079,0.826086956522,1.0,0.693328193382,0.306835407905,0.869863013699,0.837675644028,0.833333333333,1.0,0.6956236901,0.356926380823,0.856666666666,0.787460815047,0.826086956522,1.0,0.666175656535,,0.886666666667,0.923076923077,0.8125,1.0,,,0.893333333333,0.910912698412,0.825205640423,1.0,