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,0.19175123014,0.837763740844,0.828095684803,0.864064856712,0.91665762344,0.815575999803,0.192751903387,0.83660130719,0.816058002148,0.869910100475,0.915322580646,0.815532034369,0.192690283203,0.83660130719,0.807692307692,0.865151515152,0.910856134157,0.8150863808,,0.771241830065,0.760869565217,0.775862068966,0.894736842105,,,0.751633986928,0.755102040816,0.765151515152,0.869782608696, ATV,0.235948918485,0.772727272727,0.737634408602,0.915476190477,0.866666666667,0.77141975304,0.285672235077,0.757575757576,0.75,0.893314366998,0.866518353726,0.741835133947,0.269042665547,0.772727272727,0.741935483871,0.911764705882,0.862068965517,0.757105791405,,0.69696969697,0.6875,0.857142857143,0.806451612903,,,0.681818181818,0.661904761905,0.830952380952,0.848484848485, IDV,0.162014863031,0.789634146341,0.708596491228,0.935886897912,0.911392405063,0.839207764605,0.168148152818,0.786585365854,0.711513157894,0.924525316456,0.904748405386,0.837585838567,0.171873417037,0.792682926829,0.69030969031,0.928571428571,0.924865591398,0.831114676989,,0.757575757576,0.642857142857,0.8625,0.929411764706,,,0.737804878049,0.628571428571,0.897435897436,0.902998236332, LPV,0.138384610367,0.822621359223,0.798305084746,0.966101694915,0.885042283298,0.865102731692,0.139002179362,0.825242718447,0.8,0.979583333334,0.881652661064,0.865994928929,0.137382594701,0.825242718447,0.80701754386,0.966939890711,0.886304909561,0.867455249211,,0.757281553398,0.734693877551,0.928571428571,0.893617021277,,,0.763495145631,0.724814063556,0.917304537999,0.881860465117, NFV,0.147818214396,0.829268292683,0.814354066986,0.937171052632,0.932001847149,0.853624192269,0.150577461991,0.827380952381,0.808534786063,0.939387755102,0.928053830227,0.853793137531,0.151156633539,0.821428571429,0.80099009901,0.943925233645,0.929197994987,0.855982241935,,0.781065088757,0.765957446809,0.921568627451,0.897058823529,,,0.761904761905,0.71728151076,0.933327285922,0.917792792793, RTV,0.103442197194,0.888199265006,0.857983193277,0.960526315789,0.963855421687,0.899574580252,0.0991908425948,0.891363821968,0.851843722564,0.960263157895,0.961038961039,0.90234355419,0.105367424981,0.886075949367,0.855342422321,0.96886035313,0.95618336887,0.898505471571,,0.85534591195,0.79746835443,0.963414634146,0.935064935065,,,0.816455696203,0.745128205128,0.94579905993,0.946666666667, SQV,0.155174284404,0.853658536585,0.803320561941,0.955533596838,0.909545454545,0.846212804728,0.164944866113,0.841463414634,0.786096256685,0.956014554795,0.907689880075,0.838411269805,0.164787980908,0.838414634146,0.785164835164,0.956814415907,0.892024377318,0.836288010281,,0.787878787879,0.711538461538,0.787878787879,0.94,,,0.77743902439,0.694511149228,0.877380952381,0.907670454545, 3TC,0.0581241166295,0.88494488189,0.980489120662,0.857198022861,1.0,0.943508832725,0.0566078538838,0.88188976378,0.981125716212,0.86930641822,0.972222222222,0.944782241108,0.0637585991079,0.874015748031,0.979962013295,0.845695970696,1.0,0.940008892682,,0.92125984252,0.987804878049,0.952941176471,0.9,,,0.912692913386,0.964285714286,0.944132334582,0.903993855607, ABC,0.219414761869,0.769841269841,0.765299877601,0.943181818182,0.883036935705,0.781819610678,0.210266566121,0.775985663082,0.767479674797,0.964495798319,0.853299856528,0.790289233141,0.226993301236,0.777777777778,0.786115569824,0.96511627907,0.84375,0.785109931033,,0.752,0.752941176471,0.965517241379,0.820512820513,,,0.708013312852,0.71090116279,0.917133650883,0.824264705883, AZT,0.266905120843,0.779527559055,0.724292101342,0.96521476104,0.870967741935,0.743272128815,0.263018114733,0.787401574803,0.722724703222,0.960370560988,0.883695652173,0.740937360665,0.269048988245,0.787401574803,0.709935897436,0.967477525119,0.88185443669,0.745691286742,,0.698412698413,0.672727272727,0.901639344262,0.833333333333,,,0.732283464567,0.653453689168,0.900819672131,0.872334004025, D4T,0.207837796144,0.811023622047,0.821111111111,0.839750445633,0.910447761194,0.800783466548,0.229853225665,0.795275590551,0.810505319149,0.856107660456,0.902093114241,0.775930270335,0.239504487833,0.803149606299,0.811264822135,0.818169398908,0.911010558069,0.778064444533,,0.777777777778,0.787234042553,0.796296296296,0.875,,,0.732283464567,0.75,0.80350877193,0.840783410138, DDI,0.245612714702,0.763779527559,0.908033826638,0.729365079365,0.872887767969,0.754473425998,0.249681887154,0.771653543307,0.908033826638,0.73431372549,0.881422924901,0.753624487303,0.292386392576,0.771653543307,0.897697540555,0.717902711323,0.88628492265,0.73933385051,,0.748031496063,0.846153846154,0.709090909091,0.859154929577,,,0.700787401575,0.869565217391,0.748015873016,0.765331664581, TDF,0.386133156387,0.760563380282,0.666666666667,0.784161490683,0.8775,0.573939513171,0.493574538841,0.746478873239,0.651086956522,0.819805194806,0.86023255814,0.546853529312,0.542044348347,0.732394366197,0.605555555556,0.699677938809,0.883036935705,0.499569276953,,0.661971830986,0.75,0.4,0.836734693878,,,0.704225352113,0.6,0.693979933111,0.844444444444, DLV,0.256592969061,0.829931972789,0.651484480432,0.892460684551,0.96610061287,0.746999761791,0.259708390029,0.843537414966,0.697893813076,0.895833333333,0.967387451259,0.748681187975,0.276614060489,0.8137576709,0.613814756672,0.832926403907,0.974082670204,0.732294449812,,0.836734693878,0.7,0.823529411765,0.978723404255,,,0.829931972789,0.706439393939,0.84,0.95652173913, EFV,0.176713653031,0.884353741497,0.806020066889,0.914343360235,0.976330532212,0.819623284086,0.16989946476,0.880154820549,0.811910377359,0.922475961538,0.96875,0.829164553748,0.197193005315,0.87074829932,0.776388888889,0.884074192516,0.979486640017,0.814432310612,,0.857142857143,0.78431372549,0.890909090909,0.967741935484,,,0.850340136054,0.736912156167,0.896520963426,0.966479400749, NVP,0.212651963999,0.866666666667,0.783823529412,0.899979587671,0.987725903615,0.7990151905,0.215704334214,0.866666666667,0.783065953654,0.913793103448,0.977272727273,0.790658867848,0.239086235047,0.866666666667,0.790570175439,0.883799421408,1.0,0.778909615295,,0.906040268456,0.924528301887,0.861538461538,0.988095238095,,,0.898275862069,0.88920056101,0.903534414031,0.976744186047,