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,0.187539268124,0.843137254902,0.833333333333,0.853198653198,0.927443609023,0.819740957543,0.18899161735,0.843137254902,0.831920903954,0.876096491228,0.922322775264,0.811353952618,0.200414674735,0.83660130719,0.821825396826,0.852396514161,0.912354635656,0.807472787198,,0.78431372549,0.767441860465,0.775862068966,0.915789473684,,,0.764705882353,0.74376899696,0.764705882353,0.883349826819, ATV,0.256601217553,0.757575757576,0.741935483871,0.938446969697,0.83935483871,0.756391516431,0.268570648429,0.772727272727,0.75,0.92302631579,0.850168350169,0.762947894245,0.283655774453,0.767316017316,0.746794871795,0.919985775249,0.859126984127,0.742810117402,,0.651515151515,0.620689655172,0.848484848485,0.838709677419,,,0.69696969697,0.701851851852,0.843597262952,0.833333333333, IDV,0.180525681843,0.788998204399,0.702501202502,0.948051948052,0.892449799197,0.824753530987,0.170141596523,0.786585365854,0.717082467083,0.943174480175,0.894427244582,0.831684631216,0.186573652127,0.786585365854,0.702256244963,0.935897435897,0.905882352941,0.823495701096,,0.746987951807,0.676923076923,0.8875,0.929411764706,,,0.756097560976,0.63768115942,0.886787974683,0.911862527716, LPV,0.140452776407,0.805825242718,0.781818181818,0.964285714286,0.892460684551,0.865957731283,0.139629125435,0.812766990292,0.786299765808,0.966101694915,0.879024390244,0.864107898729,0.150561536627,0.805825242718,0.764705882353,0.963636363636,0.876275510204,0.859141454949,,0.73786407767,0.767441860465,0.892857142857,0.914893617021,,,0.758640776699,0.727083333334,0.913587159388,0.863636363636, NFV,0.169485656112,0.815476190476,0.781929347826,0.947441089838,0.926731078905,0.833014687014,0.161995516364,0.815476190476,0.786590765339,0.945366872142,0.924242424242,0.839168995373,0.166729178927,0.810975609756,0.783611719605,0.942582417582,0.925649530127,0.835986107162,,0.798816568047,0.747474747475,0.950495049505,0.911764705882,,,0.774099883856,0.72771403354,0.940570756105,0.917237442923, RTV,0.111973430732,0.886075949367,0.84623015873,0.973684210526,0.953550932568,0.890129909435,0.108981416033,0.886075949367,0.840805717999,0.970321637427,0.957738095238,0.893117893504,0.115301454103,0.878583095141,0.834388185654,0.975756685278,0.950308641976,0.891438685745,,0.849056603774,0.8125,0.975609756098,0.935064935065,,,0.822784810127,0.753205128205,0.950308641976,0.944433725641, SQV,0.176156473812,0.84756097561,0.782013574661,0.94361723248,0.911866235167,0.831302280016,0.174630534475,0.841463414634,0.778556034483,0.950409836066,0.90625,0.836173051014,0.182841786869,0.823170731707,0.780739599384,0.951600312256,0.878888888889,0.829578523881,,0.8,0.740740740741,0.791044776119,0.929292929293,,,0.798780487805,0.715476190476,0.866659350307,0.92503010839, 3TC,0.0588542569349,0.88,0.984724813433,0.852272727273,1.0,0.945903362358,0.0573189309381,0.885826771654,0.980422794117,0.867074275362,0.970588235294,0.943601448115,0.063275587692,0.874015748031,0.975108225108,0.840909090909,1.0,0.940968812849,,0.92125984252,0.987804878049,0.952941176471,0.9,,,0.916692913386,0.966662550932,0.951219512195,0.908033826638, ABC,0.219909143521,0.772017409114,0.759264907732,0.953214774282,0.886752136752,0.777391142517,0.201539671461,0.769841269841,0.764146341464,0.964911080712,0.849242424243,0.792315762823,0.235492941794,0.777777777778,0.770650813517,0.964911080712,0.842105263158,0.791646970651,,0.744,0.764705882353,0.965517241379,0.820512820513,,,0.706349206349,0.714285714286,0.931034482759,0.820512820513, AZT,0.271031725421,0.783206402479,0.72385620915,0.955223880597,0.87411971831,0.74185911543,0.259366031439,0.783206402479,0.710770913067,0.964598997494,0.883333333333,0.744976418257,0.282648434665,0.771653543307,0.709380479252,0.955223880597,0.877798507462,0.744929949931,,0.706349206349,0.611111111111,0.916666666667,0.833333333333,,,0.732283464567,0.63961038961,0.888888888889,0.887096774194, D4T,0.211280316196,0.799212598425,0.814384151593,0.844827586207,0.915650406504,0.790480397603,0.229210359934,0.795275590551,0.796032357473,0.859943977591,0.898085037326,0.783656261398,0.241134187849,0.787401574803,0.787234042553,0.815570672713,0.912404092071,0.778089233264,,0.761904761905,0.775,0.759259259259,0.875,,,0.745901639344,0.757678410118,0.842710120069,0.847734457323, DDI,0.241631066075,0.766129032258,0.896896258503,0.737651821863,0.870967741935,0.754028095889,0.247502637561,0.774193548387,0.90290346908,0.740068855932,0.879638009049,0.737312956513,0.280338045291,0.771653543307,0.892460684551,0.724747474748,0.900819672131,0.742314337121,,0.748031496063,0.880952380952,0.696428571429,0.857142857143,,,0.716535433071,0.875,0.729569892473,0.817424242424, TDF,0.393673738999,0.760563380282,0.692307692308,0.767316017316,0.858571428572,0.590578042591,0.45033460515,0.760563380282,0.692307692308,0.833333333333,0.849444958372,0.541616300199,0.490154471649,0.718309859155,0.520833333334,0.701851851852,0.878775510204,0.503680562967,,0.69014084507,0.75,0.409090909091,0.857142857143,,,0.692896509492,0.563858695652,0.759310344828,0.827937095283, DLV,0.278704937278,0.810356310357,0.602083333334,0.873863636363,0.967566619916,0.730509092435,0.276584354718,0.816326530612,0.615328820116,0.872340425532,0.967032967033,0.731599418713,0.293584844906,0.799319727891,0.606553147575,0.801785714286,0.979486640017,0.721475692434,,0.836734693878,0.720930232558,0.78431372549,0.978723404255,,,0.836734693878,0.72281323877,0.828555878084,0.967212135691, EFV,0.20513971687,0.863945578231,0.766907294833,0.885804769001,0.978019323672,0.801828157558,0.19755572086,0.863945578231,0.774547554871,0.893928035982,0.969684597325,0.802494713176,0.233757642871,0.853741496598,0.741658240648,0.870967741935,0.989010989011,0.777969277758,,0.850340136054,0.75,0.872727272727,0.978260869565,,,0.843537414966,0.714285714286,0.866025641026,0.978019323672, NVP,0.219548264592,0.86,0.76759410802,0.883225108225,1.0,0.788026122471,0.217693765861,0.873333333333,0.83034857691,0.888860887097,1.0,0.784545342588,0.240172046376,0.876666666666,0.815340909091,0.887210358928,1.0,0.772285260814,,0.906040268456,0.924528301887,0.846153846154,1.0,,,0.91183908046,0.918650793651,0.883799421408,1.0,