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,0.272762106993,0.822695035461,0.833333333333,0.855844155844,0.908492822966,0.759443948328,0.321623478803,0.814944275583,0.826505016723,0.847971237802,0.886219792866,0.724076513707,0.207111844162,0.808510638298,0.795686456401,0.872685185185,0.891358510359,0.807731959296,,0.772727272727,0.75,0.758620689655,0.905263157895,,,0.737588652482,0.760434782609,0.781197724992,0.843426236685, ATV,0.542986691663,0.693548387097,0.694638694639,0.861111111111,0.8,0.586364895797,1.01877204411,0.679618768328,0.71875,0.840407470289,0.782516891892,0.415612251546,0.248227419132,0.757575757576,0.742396313364,0.916666666667,0.819805194806,0.761995672872,,0.712121212121,0.655172413793,0.828571428571,0.903225806452,,,0.636363636364,0.631481481481,0.853571428571,0.796551724138, IDV,0.228177133773,0.771241830065,0.709502843515,0.929133199465,0.892915642916,0.787811018806,0.250557286342,0.777777777778,0.726785714285,0.924988279419,0.895420369104,0.765043166309,0.190585735333,0.774794929158,0.702941176471,0.933824602364,0.907280701754,0.813040826788,,0.745454545455,0.64,0.875,0.917647058824,,,0.725490196078,0.642857142857,0.896086369771,0.887301587301, LPV,0.254404671788,0.800970873786,0.773171768707,0.946865203762,0.885256691531,0.778993383063,0.304445616034,0.791262135922,0.770979020979,0.946898496241,0.877799900448,0.74108845515,0.151176429068,0.825242718447,0.796825396826,0.962613556953,0.883181818182,0.852096647162,,0.769230769231,0.75,0.928571428571,0.851063829787,,,0.76213592233,0.741905642924,0.927922077922,0.878048780488, NFV,0.2023480879,0.79353979354,0.783554888508,0.934871040333,0.906227106227,0.805614131408,0.191442665284,0.794871794872,0.79364634693,0.933012820512,0.902432575357,0.811744772511,0.16495909491,0.801282051282,0.793998787634,0.949237270666,0.894176931691,0.837764932359,,0.757396449704,0.71875,0.941176470588,0.897058823529,,,0.730769230769,0.73399375366,0.921568627451,0.830478955007, RTV,0.147801976,0.862068965517,0.839540229885,0.952661064426,0.937891189215,0.862259174486,0.148013719301,0.856164383562,0.845695970696,0.951219512195,0.937980769231,0.856621324831,0.112634706727,0.876712328767,0.847276581865,0.974841772152,0.94365079365,0.894733162406,,0.842767295597,0.79746835443,0.963414634146,0.935064935065,,,0.807557864903,0.767263224581,0.942528735632,0.911106233538, SQV,0.227837138771,0.807255785197,0.761128526645,0.938446969697,0.875702247191,0.778218826209,0.234272301362,0.807189542484,0.775027808677,0.941163746485,0.869782608696,0.779113866891,0.202418760838,0.816993464052,0.794699872286,0.967997951869,0.858571428572,0.81217952426,,0.751515151515,0.702127659574,0.820895522388,0.868686868687,,,0.764705882353,0.699056603773,0.862910798122,0.883663704716, 3TC,0.184687771807,0.844827586207,0.954195804195,0.878583128583,0.873397435898,0.841391407867,0.293859189284,0.827586206897,0.93342933097,0.886699946515,0.82725464191,0.764221467147,0.069272868055,0.875,0.979707792208,0.844129554656,1.0,0.933621583464,,0.904761904762,0.988095238095,0.942528735632,0.825,,,0.896551724138,0.972412480974,0.939024390244,0.861111111111, ABC,0.761102488172,0.652173913043,0.666666666667,0.867163700497,0.818609022557,0.503859063825,1.24111769352,0.626086956522,0.650757575757,0.830952380952,0.810810810811,0.387511136328,0.249929606706,0.765217391304,0.748417721519,0.962262658228,0.860788113695,0.787569446922,,0.690476190476,0.686746987952,0.931034482759,0.820512820513,,,0.660869565217,0.647058823529,0.92907444668,0.805216802168, AZT,0.674662530727,0.698275862069,0.686274509804,0.876096491228,0.798305084746,0.540940715307,1.31936323277,0.644704433498,0.647615293654,0.833333333333,0.760964912281,0.355539691043,0.290547864356,0.758620689655,0.704545454545,0.952380952381,0.841052631579,0.735235605657,,0.698412698413,0.68,0.833333333333,0.833333333333,,,0.706896551724,0.638181818182,0.87037037037,0.885062893081, D4T,0.695647816285,0.68426724138,0.724101479916,0.773460410557,0.807920536636,0.493651701717,1.3591499141,0.65948275862,0.710394265233,0.754281567489,0.779597701149,0.325761291887,0.264888376941,0.784482758621,0.813226744186,0.82044396706,0.895644283122,0.759535281764,,0.746031746032,0.725,0.740740740741,0.861111111111,,,0.719827586207,0.759745127436,0.825808625337,0.803225806452, DDI,0.773716761989,0.672413793103,0.827134146341,0.694368131868,0.798148148148,0.493833921442,1.46037100144,0.612068965517,0.752777777778,0.649074074074,0.758620689655,0.32937153662,0.336316060428,0.752192982456,0.888888888889,0.736418269231,0.87037037037,0.722271047554,,0.738095238095,0.904761904762,0.732142857143,0.814285714286,,,0.706896551724,0.878775510204,0.753860774531,0.754407670894, TDF,1.14000522697,0.685714285714,0.628289473684,0.769230769231,0.797959183674,0.343056150648,106.507534618,0.457142857143,0.444444444444,0.520869565217,0.583333333333,0.0129728971934,0.666174138579,0.7,0.5,0.465476190477,0.92429995254,0.398177975974,,0.676056338028,0.6,0.4,0.857142857143,,,0.728571428571,0.666666666667,0.666666666667,0.873670212766, DLV,0.402523605796,0.775656600718,0.75,0.866025641026,0.854540111666,0.676594268538,0.590245926763,0.731343283582,0.732520325203,0.857142857143,0.816987289592,0.592094595801,0.233548742096,0.837209302326,0.767316017316,0.849444958372,0.965316760224,0.793391579151,,0.836734693878,0.733333333333,0.843137254902,0.957446808511,,,0.776119402985,0.712698412698,0.793560606061,0.901836796146, EFV,0.29636085873,0.822576051042,0.76759410802,0.910912698412,0.907435740514,0.744394787139,0.445098417271,0.784920815769,0.75,0.888888888889,0.867945466075,0.659341833922,0.181447840906,0.865671641791,0.779132791328,0.910600255428,0.975308641975,0.846426063612,,0.836734693878,0.72,0.909090909091,0.967741935484,,,0.768656716418,0.635475466782,0.864064856712,0.916666666667, NVP,0.438561771777,0.778594771242,0.762711864407,0.915538132573,0.837837837838,0.656355525325,0.645380280078,0.735294117647,0.769145394007,0.877192982456,0.792782662032,0.561356790261,0.228965912891,0.867647058824,0.800090799032,0.90205479452,0.986754385965,0.791828177388,,0.906040268456,0.924528301887,0.861538461538,0.988095238095,,,0.811819172113,0.826343201755,0.881474978051,0.884838442419,