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,0.244980131777,0.823529411765,0.826505016723,0.829177718833,0.907511360599,0.756817976639,0.250086368545,0.830065359477,0.821764705882,0.862852664577,0.911756224166,0.751089599447,0.26552590775,0.808562091504,0.803959627329,0.818926974665,0.906964164976,0.750163544014,,0.771241830065,0.767441860465,0.762711864407,0.905263157895,,,0.754901960785,0.776388888889,0.754098360656,0.862852664577, ATV,0.270365121957,0.757575757576,0.75,0.914285714286,0.83935483871,0.732942843991,0.261823812481,0.757575757576,0.762993762994,0.911764705882,0.844951923077,0.734740401118,0.280364772331,0.746031746032,0.723180076628,0.917792792793,0.826050420168,0.746596242115,,0.636363636364,0.518518518519,0.771428571429,0.84375,,,0.651515151515,0.630952380952,0.822021116139,0.811655405406, IDV,0.206013333421,0.769696969697,0.691768430574,0.911392405063,0.915662650602,0.803333466099,0.203167937913,0.781818181818,0.709588353413,0.920498420499,0.917635658915,0.799714257937,0.226777741428,0.763636363636,0.664215686275,0.929494614748,0.924501424501,0.786897707477,,0.759036144578,0.641791044776,0.901234567901,0.917647058824,,,0.71875,0.608741554054,0.894427244582,0.883036935705, LPV,0.156273377398,0.838267807363,0.823529411765,0.953835227272,0.908249158249,0.85032242744,0.159379009524,0.834951456311,0.821764705882,0.962613556953,0.894345238095,0.845646926173,0.173505867386,0.818658079401,0.792452830189,0.962264150943,0.891304347826,0.835558333869,,0.728155339806,0.730769230769,0.879310344828,0.914893617021,,,0.759828895511,0.730769230769,0.916140350877,0.87494572297, NFV,0.223628777439,0.806060606061,0.787878787879,0.929603800283,0.92907444668,0.783577798912,0.225821391027,0.815476190476,0.79419092578,0.937822164949,0.931578947368,0.78104332506,0.241374304862,0.791666666667,0.75,0.944816392777,0.915229885058,0.766149368812,,0.767857142857,0.720430107527,0.93137254902,0.941176470588,,,0.745454545455,0.697443181819,0.933647798742,0.9, RTV,0.124618937446,0.879746835443,0.860133020344,0.932958801498,0.963855421687,0.88049649879,0.120675985632,0.875811424862,0.852536231884,0.937490232848,0.959459459459,0.883099092894,0.137167840548,0.873417721519,0.840289855072,0.951212256433,0.954475043029,0.870637867938,,0.842767295597,0.779220779221,0.951219512195,0.935064935065,,,0.805744888023,0.73461823573,0.938207967418,0.932882882882, SQV,0.239478822427,0.823170731707,0.779661016949,0.918693812797,0.902912621359,0.758399973754,0.248345165693,0.810395780338,0.75,0.932768361582,0.890009073495,0.757597744463,0.282516229827,0.786585365854,0.759545923632,0.937003968254,0.845691609977,0.738040112627,,0.769696969697,0.703703703704,0.805970149254,0.93,,,0.756097560976,0.666666666667,0.83606557377,0.890544554455, 3TC,0.0606630087338,0.872,0.985400682012,0.825668159002,1.0,0.943653295474,0.0555221045288,0.889763779528,0.985714285714,0.867857142857,1.0,0.945660991485,0.0622540469936,0.88494488189,0.980342191482,0.846105351639,1.0,0.939884559701,,0.92125984252,0.987654320988,0.942528735632,0.90243902439,,,0.913385826772,0.975756685278,0.952380952381,0.907101865136, ABC,0.213727860855,0.777777777778,0.759264907732,0.965713166144,0.864864864865,0.792921673735,0.207414801961,0.780017921147,0.775140449438,0.964705882353,0.848155467721,0.791355808077,0.241939685377,0.772017409114,0.763305322129,0.974996093139,0.839971550498,0.786543417351,,0.761904761905,0.78313253012,0.965517241379,0.846153846154,,,0.719982078853,0.705128205128,0.943813131313,0.833333333333, AZT,0.24727168285,0.779527559055,0.739633173844,0.942016806722,0.85599078341,0.754179625358,0.25235955312,0.791241771008,0.75,0.953485576923,0.879049111808,0.762495203266,0.277064641903,0.787401574803,0.720655737705,0.957341670028,0.871198156682,0.750656446754,,0.738095238095,0.705882352941,0.883333333333,0.893939393939,,,0.74302955983,0.64400921659,0.911364231474,0.874007936508, D4T,0.221112489394,0.791241771008,0.790064102564,0.819805194806,0.901408450704,0.780208298712,0.220493664095,0.779527559055,0.778888888889,0.824751861042,0.891872146118,0.78595409058,0.257989858797,0.791241771008,0.809915696508,0.815740740741,0.906548856549,0.771612292948,,0.777777777778,0.8,0.818181818182,0.875,,,0.744094488189,0.760952380953,0.863726790451,0.832159624413, DDI,0.247775534081,0.75698501397,0.893568840579,0.71862745098,0.877855477855,0.746942228874,0.255132338377,0.763779527559,0.888888888889,0.753972257251,0.868852459016,0.760205176675,0.280405459462,0.763779527559,0.895833333333,0.73431372549,0.875961538462,0.719469875421,,0.755905511811,0.9,0.732142857143,0.771428571429,,,0.716535433071,0.872983870967,0.774423337856,0.775641025641, TDF,0.359070461328,0.760563380282,0.683014354067,0.812169312169,0.873670212766,0.616110482916,0.38789965575,0.788732394366,0.730303030303,0.824074074074,0.864705882353,0.595335827324,0.503532423188,0.728516023678,0.585784313725,0.744565217392,0.871462264151,0.53407200082,,0.728571428571,0.636363636364,0.4,0.92,,,0.732394366197,0.666666666667,0.740384615384,0.864510489511, DLV,0.338047192835,0.789115646259,0.578947368421,0.781818181818,0.973949579832,0.657955459331,0.328426840582,0.823129251701,0.692307692308,0.78431372549,0.966666666667,0.668373561786,0.37747120457,0.809523809524,0.684863523573,0.73697214735,0.989009661836,0.639524577469,,0.816326530612,0.702702702703,0.764705882353,0.978723404255,,,0.8137576709,0.69407530454,0.775510204082,0.9695423624, EFV,0.360739328385,0.816326530612,0.666666666667,0.8125,0.979486640017,0.648588000504,0.360415032009,0.828759089843,0.694764862467,0.811910377359,0.978947368421,0.64047163988,0.388059431809,0.802721088435,0.634722222222,0.783823529412,0.989070711897,0.637082883281,,0.795918367347,0.666666666667,0.818181818182,0.989130434783,,,0.802721088435,0.635489510489,0.807692307692,0.979583333334, NVP,0.347404435382,0.854252873563,0.792778139232,0.830508474576,1.0,0.679175240173,0.311664228528,0.868965517241,0.843137254902,0.845670995671,1.0,0.690693721784,0.359424771218,0.84,0.786474164134,0.823926868044,1.0,0.659404597088,,0.886666666667,0.923076923077,0.8125,1.0,,,0.893333333333,0.916666666667,0.832159624413,1.0,