{"text_format":"3","workbook":"xls","n_sheets":8,"sheets":["ecoli","yeast","homosp","ecoli_consensus","yeast_consensus","homosp_consensus","meta","meta_consensus"],"not_rendered":{"charts":12,"external_links":2},"read":"whole","date_system":"1900","formulas":"cached_only"}

{"sheet":"ecoli","index":0,"n_rows":67,"n_cols":17,"rows_kept":67,"flags":["formulas_cached_only"]}
[{"$nulls":5},"Result Over Train Data in 10Fold Cross Validation(CV) Experiment"]
[{"$nulls":5},"                 AUC optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[213,67,372,76,80.3571,0.737024,0.760714,0.737024,0.84738,0.587729,0.748682,0.737024,0.15262,0.84738,0.792202]
[207,54,386,82,81.3443,0.716263,0.793103,0.716263,0.877273,0.60559,0.752727,0.716263,0.122727,0.877273,0.796768]
[205,55,385,84,80.9328,0.709343,0.788462,0.709343,0.875,0.596719,0.746812,0.709343,0.125,0.875,0.792171]
[215,54,386,75,82.3288,0.741379,0.799257,0.741379,0.877273,0.627545,0.769231,0.741379,0.122727,0.877273,0.809326]
[201,60,380,88,79.6982,0.695502,0.770115,0.695502,0.863636,0.570494,0.730909,0.695502,0.136364,0.863636,0.779569]
[218,57,383,71,82.4417,0.754325,0.792727,0.754325,0.870455,0.630533,0.77305,0.754325,0.129545,0.870455,0.81239]
[220,54,386,70,83.0137,0.758621,0.80292,0.758621,0.877273,0.642617,0.780142,0.758621,0.122727,0.877273,0.817947]
[204,53,387,85,81.07,0.705882,0.793774,0.705882,0.879545,0.599392,0.747253,0.705882,0.120455,0.879545,0.792714]
[215,68,372,74,80.5213,0.743945,0.759717,0.743945,0.845455,0.591595,0.751748,0.743945,0.154545,0.845455,0.7947]
[210,77,363,80,78.4932,0.724138,0.731707,0.724138,0.825,0.550128,0.727903,0.724138,0.175,0.825,0.774569]
[{"$nulls":4},81.02011,0.7286422,0.7792496000000001,0.7286422,0.863829,0.6002341999999999,0.7528457,{"$nulls":3},0.7962355999999999]
[{"$nulls":6}," Recall optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[212,65,374,77,80.4945,0.733564,0.765343,0.733564,0.851936,0.590038,0.749117,0.733564,0.148064,0.851936,0.79275]
[206,64,376,83,79.8354,0.712803,0.762963,0.712803,0.854545,0.574694,0.73703,0.712803,0.145455,0.854545,0.783674]
[217,62,378,72,81.6187,0.750865,0.777778,0.750865,0.859091,0.613854,0.764085,0.750865,0.140909,0.859091,0.804978]
[197,68,372,93,77.9452,0.67931,0.743396,0.67931,0.845455,0.533999,0.70991,0.67931,0.154545,0.845455,0.762382]
[217,59,381,72,82.0302,0.750865,0.786232,0.750865,0.865909,0.622011,0.768142,0.750865,0.134091,0.865909,0.808387]
[209,56,384,80,81.3443,0.723183,0.788679,0.723183,0.872727,0.606003,0.754513,0.723183,0.127273,0.872727,0.797955]
[198,56,384,92,79.726,0.682759,0.779528,0.682759,0.872727,0.570661,0.727941,0.682759,0.127273,0.872727,0.777743]
[210,55,385,79,81.6187,0.726644,0.792453,0.726644,0.875,0.611833,0.758123,0.726644,0.125,0.875,0.800822]
[214,50,390,75,82.8532,0.740484,0.810606,0.740484,0.886364,0.637983,0.77396,0.740484,0.113636,0.886364,0.813424]
[213,61,379,77,81.0959,0.734483,0.777372,0.734483,0.861364,0.602146,0.755319,0.734483,0.138636,0.861364,0.797923]
[{"$nulls":4},80.85621,0.7234960000000001,0.778435,0.7234960000000001,0.8645118,0.5963222,0.7498140000000001,{"$nulls":3},0.7940038]
[{"$nulls":6}," Precision optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[201,50,389,88,81.044,0.695502,0.800797,0.695502,0.886105,0.598707,0.744444,0.695502,0.113895,0.886105,0.790803]
[211,60,380,78,81.07,0.730104,0.778598,0.730104,0.863636,0.600972,0.753571,0.730104,0.136364,0.863636,0.79687]
[211,65,375,78,80.3841,0.730104,0.764493,0.730104,0.852273,0.587321,0.746903,0.730104,0.147727,0.852273,0.791188]
[212,65,375,78,80.411,0.731034,0.765343,0.731034,0.852273,0.588212,0.747795,0.731034,0.147727,0.852273,0.791654]
[211,53,387,78,82.0302,0.730104,0.799242,0.730104,0.879545,0.620479,0.76311,0.730104,0.120455,0.879545,0.804825]
[203,75,365,86,77.915,0.702422,0.730216,0.702422,0.829545,0.535735,0.716049,0.702422,0.170455,0.829545,0.765984]
[205,70,370,85,78.7671,0.706897,0.745455,0.706897,0.840909,0.553197,0.725664,0.706897,0.159091,0.840909,0.773903]
[204,53,387,85,81.07,0.705882,0.793774,0.705882,0.879545,0.599392,0.747253,0.705882,0.120455,0.879545,0.792714]
[204,60,380,85,80.1097,0.705882,0.772727,0.705882,0.863636,0.579635,0.737794,0.705882,0.136364,0.863636,0.784759]
[206,51,389,84,81.5068,0.710345,0.801556,0.710345,0.884091,0.609022,0.753199,0.710345,0.115909,0.884091,0.797218]
[{"$nulls":4},80.43078999999999,0.7148276,0.7752200999999999,0.7148276,0.8631558,0.5872672,0.7435782,{"$nulls":3},0.7889918]
[{"$nulls":4}," Result Over Independent Test Data (not included in 10Fold Cross validation experiment)"]
[{"$nulls":5},"based on parameters of  AUC optimized 10Fold CV Result "]
["true_pos","false_pos","true_neg","false_neg","accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","tpr","fpr","tnr","auc_roc"]
[265,59,490,96,82.967033,0.734072,0.817901,0.734072,0.892532,0.640194,0.773723,0.734072,0.107468,0.892532,0.813302]
[266,59,490,95,83.076923,0.736842,0.818462,0.736842,0.892532,0.642583,0.77551,0.736842,0.107468,0.892532,0.814687]
[259,60,489,102,82.197802,0.717452,0.811912,0.717452,0.89071,0.623548,0.761765,0.717452,0.10929,0.89071,0.804081]
[{"$nulls":4},82.74725266666665,0.7294553333333335,0.8160916666666665,0.7294553333333335,0.8919246666666667,0.6354416666666667,0.7703326666666667,{"$nulls":3},0.81069]
[{"$nulls":5},"based on parameters of  Recall optimized 10Fold CV Result"]
["true_pos","false_pos","true_neg","false_neg","accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","tpr","fpr","tnr","auc_roc"]
[265,59,490,96,82.967033,0.734072,0.817901,0.734072,0.892532,0.640194,0.773723,0.734072,0.107468,0.892532,0.813302]
[266,60,489,95,82.967033,0.736842,0.815951,0.736842,0.89071,0.640287,0.774381,0.736842,0.10929,0.89071,0.813776]
[266,59,490,95,83.076923,0.736842,0.818462,0.736842,0.892532,0.642583,0.77551,0.736842,0.107468,0.892532,0.814687]
[{"$nulls":4},83.003663,0.7359186666666666,0.8174380000000001,0.7359186666666666,0.8919246666666667,0.6410213333333333,0.7745380000000001,{"$nulls":3},0.8139216666666668]
[{"$nulls":5},"based on parameters of  Precision optimized 10Fold CV Result"]
["true_pos","false_pos","true_neg","false_neg","accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","tpr","fpr","tnr","auc_roc"]
[265,59,490,96,82.967033,0.734072,0.817901,0.734072,0.892532,0.640194,0.773723,0.734072,0.107468,0.892532,0.813302]
[263,61,488,98,82.527473,0.728532,0.811728,0.728532,0.888889,0.630812,0.767883,0.728532,0.111111,0.888889,0.80871]
[266,60,489,95,82.967033,0.736842,0.815951,0.736842,0.89071,0.640287,0.774381,0.736842,0.10929,0.89071,0.813776]
[{"$nulls":4},82.820513,0.7331486666666667,0.8151933333333333,0.7331486666666667,0.8907103333333333,0.6370976666666667,0.7719956666666666,{"$nulls":3},0.8119293333333334]
[]
[]
[]
[]
[{"$nulls":5},"Train Avg AUC","Test Avg AUC","Max Test AUC",{"$nulls":6},"CV avg AUC"," Test maxAUC","Consensus max AUC"]
[{"$nulls":3},"AUC Opt Network",null,0.796236,0.81069,0.814687,{"$nulls":4},"AUC Opt Network",null,0.796236,0.814687,0.815589]
[{"$nulls":3},"Recall Opt Network",null,0.794004,0.813922,0.814687,{"$nulls":4},"Recall Opt Network",null,0.794004,0.814687,0.814687]
[{"$nulls":3},"Precision Opt Network",null,0.788992,0.811929,0.83776,{"$nulls":4},"Precision Opt Network",null,0.788992,0.83776,0.814687]

{"sheet":"yeast","index":1,"n_rows":66,"n_cols":16,"rows_kept":66,"flags":["formulas_cached_only"]}
[{"$nulls":5},"Result Over Train Data in 10Fold Cross Validation(CV) Experiment"]
[{"$nulls":5},"                 AUC optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[212,88,363,98,75.5585,0.683871,0.706667,0.683871,0.804878,0.49141,0.695082,0.683871,0.195122,0.804878,0.744375,0.7443745]
[203,88,364,107,74.4094,0.654839,0.697595,0.654839,0.80531,0.465255,0.675541,0.654839,0.19469,0.80531,0.730074,0.7300745]
[213,98,354,97,74.4094,0.687097,0.684887,0.687097,0.783186,0.470046,0.68599,0.687097,0.216814,0.783186,0.735141,0.7351414999999999]
[213,96,356,98,74.574,0.684887,0.68932,0.684887,0.787611,0.472979,0.687097,0.684887,0.212389,0.787611,0.736249]
[218,96,356,92,75.3281,0.703226,0.694268,0.703226,0.787611,0.489872,0.698718,0.703226,0.212389,0.787611,0.745418]
[211,109,342,99,72.6675,0.680645,0.659375,0.680645,0.758315,0.436918,0.669841,0.680645,0.241685,0.758315,0.71948]
[217,94,358,94,75.3604,0.697749,0.697749,0.697749,0.792035,0.489785,0.697749,0.697749,0.207965,0.792035,0.744892]
[217,101,351,93,74.5407,0.7,0.68239,0.7,0.776549,0.474736,0.691083,0.7,0.223451,0.776549,0.738274]
[214,91,361,96,75.4593,0.690323,0.701639,0.690323,0.798673,0.490283,0.695935,0.690323,0.201327,0.798673,0.744498]
[218,102,350,93,74.443,0.700965,0.68125,0.700965,0.774336,0.473305,0.690967,0.700965,0.225664,0.774336,0.73765]
[{"$nulls":4},74.67503,0.6883602000000001,0.6895140000000001,0.6883602000000001,0.7868504000000001,0.4754589,0.6888003,{"$nulls":3},0.7376051]
[{"$nulls":6}," Recall optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[201,87,364,109,74.2444,0.648387,0.697917,0.648387,0.807095,0.461439,0.672241,0.648387,0.192905,0.807095,0.727741]
[205,98,354,105,73.3596,0.66129,0.676568,0.66129,0.783186,0.44614,0.668842,0.66129,0.216814,0.783186,0.722238]
[222,107,345,88,74.4094,0.716129,0.674772,0.716129,0.763274,0.475455,0.694836,0.716129,0.236726,0.763274,0.739702]
[218,90,362,93,76.0157,0.700965,0.707792,0.700965,0.800885,0.502622,0.704362,0.700965,0.199115,0.800885,0.750925]
[220,87,365,90,76.7717,0.709677,0.716612,0.709677,0.807522,0.518004,0.713128,0.709677,0.192478,0.807522,0.7586]
[216,89,362,94,75.9527,0.696774,0.708197,0.696774,0.802661,0.500744,0.702439,0.696774,0.197339,0.802661,0.749717]
[215,116,336,96,72.2149,0.691318,0.649547,0.691318,0.743363,0.430987,0.669782,0.691318,0.256637,0.743363,0.717341]
[219,103,349,91,74.5407,0.706452,0.680124,0.706452,0.772124,0.475933,0.693038,0.706452,0.227876,0.772124,0.739288]
[217,98,354,93,74.9344,0.7,0.688889,0.7,0.783186,0.482009,0.6944,0.7,0.216814,0.783186,0.741593]
[216,83,369,95,76.671,0.694534,0.722408,0.694534,0.816372,0.514275,0.708197,0.694534,0.183628,0.816372,0.755453]
[{"$nulls":4},74.91145,0.6925526,0.6922826,0.6925526,0.7879668000000001,0.4807608,0.6921265,{"$nulls":3},0.7402598]
[{"$nulls":6}," Precision optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[222,100,351,88,75.2957,0.716129,0.689441,0.716129,0.778271,0.491685,0.702532,0.716129,0.221729,0.778271,0.7472]
[213,90,362,97,75.4593,0.687097,0.70297,0.687097,0.800885,0.489808,0.694943,0.687097,0.199115,0.800885,0.743991]
[215,97,355,95,74.8031,0.693548,0.689103,0.693548,0.785398,0.478469,0.691318,0.693548,0.214602,0.785398,0.739473]
[209,98,354,102,73.7877,0.672026,0.680782,0.672026,0.783186,0.456154,0.676375,0.672026,0.216814,0.783186,0.727606]
[219,100,352,91,74.9344,0.706452,0.68652,0.706452,0.778761,0.483153,0.696343,0.706452,0.221239,0.778761,0.742606]
[229,82,369,81,78.5808,0.73871,0.736334,0.73871,0.818182,0.556613,0.73752,0.73871,0.181818,0.818182,0.778446]
[210,102,350,101,73.3945,0.675241,0.673077,0.675241,0.774336,0.449354,0.674157,0.675241,0.225664,0.774336,0.724789]
[222,92,360,88,76.378,0.716129,0.707006,0.716129,0.79646,0.511583,0.711538,0.716129,0.20354,0.79646,0.756295]
[210,102,350,100,73.4908,0.677419,0.673077,0.677419,0.774336,0.451305,0.675241,0.677419,0.225664,0.774336,0.725878]
[212,104,348,99,73.3945,0.681672,0.670886,0.681672,0.769912,0.450495,0.676236,0.681672,0.230088,0.769912,0.725792]
[{"$nulls":4},74.95188,0.6964423,0.6909196000000001,0.6964423,0.7859727,0.4818619,0.6936203,{"$nulls":3},0.7412076]
[{"$nulls":4}," Result Over Independent Test Data (not included in 10Fold Cross validation experiment)"]
[{"$nulls":5},"based on parameters of  AUC optimized 10Fold CV Result "]
["true_pos","false_pos","true_neg","false_neg","accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","tpr","fpr","tnr","auc_roc"]
[288,134,430,99,75.499474,0.744186,0.682464,0.744186,0.762411,0.500926,0.71199,0.744186,0.237589,0.762411,0.753299]
[287,135,429,100,75.289169,0.741602,0.680095,0.741602,0.760638,0.496618,0.709518,0.741602,0.239362,0.760638,0.75112]
[287,132,432,100,75.604627,0.741602,0.684964,0.741602,0.765957,0.502249,0.712159,0.741602,0.234043,0.765957,0.75378]
[{"$nulls":4},75.46442333333333,0.7424633333333333,0.6825076666666666,0.7424633333333333,0.7630019999999998,0.49993099999999996,0.7112223333333333,{"$nulls":3},0.752733]
[{"$nulls":5},"based on parameters of  Recall optimized 10Fold CV Result"]
["true_pos","false_pos","true_neg","false_neg","accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","tpr","fpr","tnr","auc_roc"]
[288,134,430,99,75.499474,0.744186,0.682464,0.744186,0.762411,0.500926,0.71199,0.744186,0.237589,0.762411,0.753299]
[287,135,429,100,75.289169,0.741602,0.680095,0.741602,0.760638,0.496618,0.709518,0.741602,0.239362,0.760638,0.75112]
[287,135,429,100,75.289169,0.741602,0.680095,0.741602,0.760638,0.496618,0.709518,0.741602,0.239362,0.760638,0.75112]
[{"$nulls":4},75.35927066666666,0.7424633333333333,0.6808846666666667,0.7424633333333333,0.761229,0.498054,0.7103419999999999,{"$nulls":3},0.7518463333333333]
[{"$nulls":5},"based on parameters of  Precision optimized 10Fold CV Result"]
["true_pos","false_pos","true_neg","false_neg","accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","tpr","fpr","tnr","auc_roc"]
[288,134,430,99,75.499474,0.744186,0.682464,0.744186,0.762411,0.500926,0.71199,0.744186,0.237589,0.762411,0.753299]
[286,132,432,101,75.499474,0.739018,0.684211,0.739018,0.765957,0.49982,0.710559,0.739018,0.234043,0.765957,0.752488]
[285,131,433,102,75.499474,0.736434,0.685096,0.736434,0.76773,0.49928,0.709838,0.736434,0.23227,0.76773,0.752082]
[{"$nulls":4},75.499474,0.7398793333333332,0.6839236666666667,0.7398793333333332,0.7653659999999999,0.5000086666666667,0.7107956666666667,{"$nulls":3},0.7526230000000002]
[]
[]
[]
[{"$nulls":4},"Train Avg AUC","Test Avg AUC","Max Test AUC",{"$nulls":5},"CV avg AUC","Test max AUC","Consensus max AUC"]
[null,null,"AUC Opt Network",null,0.737605,0.752733,0.75378,{"$nulls":3},"AUC Opt Network",null,0.737605,0.75378,0.754185]
[null,null,"Recall Opt Network",null,0.74026,0.751846,0.753299,{"$nulls":3},"Recall Opt Network",null,0.74026,0.753299,0.754185]
[null,null,"Precision Opt Network",null,0.741208,0.752623,0.753299,{"$nulls":3},"Precision Opt Network",null,0.741208,0.753299,0.754185]

{"sheet":"homosp","index":2,"n_rows":67,"n_cols":16,"rows_kept":67,"flags":["formulas_cached_only"]}
[{"$nulls":5},"Result Over Train Data in 10Fold Cross Validation(CV) Experiment"]
[{"$nulls":5},"                 AUC optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[258,56,491,90,83.6872,0.741379,0.821656,0.741379,0.897623,0.652729,0.779456,0.741379,0.102377,0.897623,0.819501]
[257,52,495,92,83.9286,0.73639,0.831715,0.73639,0.904936,0.657941,0.781155,0.73639,0.095064,0.904936,0.820663]
[259,53,494,90,84.0402,0.74212,0.830128,0.74212,0.903108,0.660444,0.783661,0.74212,0.096892,0.903108,0.822614]
[258,45,502,91,84.8214,0.739255,0.851485,0.739255,0.917733,0.677197,0.791411,0.739255,0.082267,0.917733,0.828494]
[259,60,487,90,83.2589,0.74212,0.811912,0.74212,0.890311,0.644075,0.775449,0.74212,0.109689,0.890311,0.816216]
[267,57,490,81,84.581,0.767241,0.824074,0.767241,0.895795,0.672559,0.794643,0.767241,0.104205,0.895795,0.831518]
[259,70,477,90,82.1429,0.74212,0.787234,0.74212,0.872029,0.621285,0.764012,0.74212,0.127971,0.872029,0.807075]
[250,63,484,99,81.9196,0.716332,0.798722,0.716332,0.884826,0.614878,0.755287,0.716332,0.115174,0.884826,0.800579]
[268,51,496,81,85.2679,0.767908,0.840125,0.767908,0.906764,0.687094,0.802395,0.767908,0.093236,0.906764,0.837336]
[265,58,489,84,84.1518,0.759312,0.820433,0.759312,0.893967,0.663478,0.78869,0.759312,0.106033,0.893967,0.82664]
[{"$nulls":4},83.77995,0.7454177,0.8217483999999999,0.7454177,0.8967092000000001,0.6551680000000001,0.7816159,{"$nulls":3},0.8210635999999999]
[{"$nulls":6}," Recall optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[262,67,480,86,82.905,0.752874,0.796353,0.752874,0.877514,0.63736,0.774003,0.752874,0.122486,0.877514,0.815194]
[247,50,497,102,83.0357,0.707736,0.83165,0.707736,0.908592,0.63845,0.764706,0.707736,0.091408,0.908592,0.808164]
[260,48,499,89,84.7098,0.744986,0.844156,0.744986,0.912249,0.674781,0.791476,0.744986,0.087751,0.912249,0.828617]
[271,61,486,78,84.4866,0.776504,0.816265,0.776504,0.888483,0.671446,0.795888,0.776504,0.111517,0.888483,0.832493]
[273,70,477,76,83.7054,0.782235,0.795918,0.782235,0.872029,0.656372,0.789017,0.782235,0.127971,0.872029,0.827132]
[252,62,485,96,82.3464,0.724138,0.802548,0.724138,0.886654,0.623913,0.761329,0.724138,0.113346,0.886654,0.805396]
[250,70,477,99,81.1384,0.716332,0.78125,0.716332,0.872029,0.598776,0.747384,0.716332,0.127971,0.872029,0.794181]
[261,71,476,88,82.2545,0.747851,0.786145,0.747851,0.870201,0.624055,0.76652,0.747851,0.129799,0.870201,0.809026]
[255,37,510,94,85.3795,0.730659,0.873288,0.730659,0.932358,0.689797,0.795632,0.730659,0.067642,0.932358,0.831509]
[262,51,496,87,84.5982,0.750716,0.837061,0.750716,0.906764,0.672485,0.791541,0.750716,0.093236,0.906764,0.82874]
[{"$nulls":4},83.45595,0.7434031,0.8164634,0.7434031,0.8926873000000001,0.6487434999999999,0.7777496000000002,{"$nulls":3},0.8180452]
[{"$nulls":6}," Precision optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[254,41,506,94,84.9162,0.729885,0.861017,0.729885,0.925046,0.679191,0.790047,0.729885,0.074954,0.925046,0.827465]
[269,48,499,80,85.7143,0.770774,0.84858,0.770774,0.912249,0.696582,0.807808,0.770774,0.087751,0.912249,0.841511]
[237,61,486,112,80.692,0.679083,0.795302,0.679083,0.888483,0.58744,0.732612,0.679083,0.111517,0.888483,0.783783]
[267,62,485,82,83.9286,0.765043,0.81155,0.765043,0.886654,0.659269,0.787611,0.765043,0.113346,0.886654,0.825849]
[239,49,498,110,82.2545,0.684814,0.829861,0.684814,0.91042,0.621507,0.750392,0.684814,0.08958,0.91042,0.797617]
[267,58,489,81,84.4693,0.767241,0.821538,0.767241,0.893967,0.670259,0.793462,0.767241,0.106033,0.893967,0.830604]
[255,56,491,94,83.2589,0.730659,0.819936,0.730659,0.897623,0.643581,0.772727,0.730659,0.102377,0.897623,0.814141]
[260,70,477,89,82.2545,0.744986,0.787879,0.744986,0.872029,0.623788,0.765832,0.744986,0.127971,0.872029,0.808507]
[266,49,498,83,85.2679,0.762178,0.844444,0.762178,0.91042,0.68694,0.801205,0.762178,0.08958,0.91042,0.836299]
[261,62,485,88,83.2589,0.747851,0.80805,0.747851,0.886654,0.644411,0.776786,0.747851,0.113346,0.886654,0.817253]
[{"$nulls":4},83.60151,0.7382514,0.8228157000000001,0.7382514,0.8983545000000002,0.6512968,0.7778481999999999,{"$nulls":3},0.8183029000000002]
[{"$nulls":4}," Result Over Independent Test Data (not included in 10Fold Cross validation experiment)"]
[{"$nulls":5},"based on parameters of  AUC optimized 10Fold CV Result "]
["true_pos","false_pos","true_neg","false_neg","accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","tpr","fpr","tnr","auc_roc"]
[314,189,494,121,72.271914,0.721839,0.624254,0.721839,0.72328,0.436224,0.66951,0.721839,0.27672,0.72328,0.722559]
[315,199,484,120,71.466905,0.724138,0.61284,0.724138,0.708638,0.423368,0.663857,0.724138,0.291362,0.708638,0.716388]
[312,205,478,123,70.661896,0.717241,0.603482,0.717241,0.699854,0.407857,0.655462,0.717241,0.300146,0.699854,0.708547]
[{"$nulls":4},71.466905,0.7210726666666667,0.6135253333333334,0.7210726666666667,0.7105906666666666,0.422483,0.662943,{"$nulls":3},0.7158313333333334]
[{"$nulls":5},"based on parameters of  Recall optimized 10Fold CV Result"]
["true_pos","false_pos","true_neg","false_neg","accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","tpr","fpr","tnr","auc_roc"]
[314,189,494,121,72.271914,0.721839,0.624254,0.721839,0.72328,0.436224,0.66951,0.721839,0.27672,0.72328,0.722559]
[315,199,484,120,71.466905,0.724138,0.61284,0.724138,0.708638,0.423368,0.663857,0.724138,0.291362,0.708638,0.716388]
[312,205,478,123,70.661896,0.717241,0.603482,0.717241,0.699854,0.407857,0.655462,0.717241,0.300146,0.699854,0.708547]
[{"$nulls":4},71.466905,0.7210726666666667,0.6135253333333334,0.7210726666666667,0.7105906666666666,0.422483,0.662943,{"$nulls":3},0.7158313333333334]
[{"$nulls":5},"based on parameters of  Precision optimized 10Fold CV Result"]
["true_pos","false_pos","true_neg","false_neg","accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","tpr","fpr","tnr","auc_roc"]
[314,189,494,121,72.271914,0.721839,0.624254,0.721839,0.72328,0.436224,0.66951,0.721839,0.27672,0.72328,0.722559]
[315,199,484,120,71.466905,0.724138,0.61284,0.724138,0.708638,0.423368,0.663857,0.724138,0.291362,0.708638,0.716388]
[312,205,478,123,70.661896,0.717241,0.603482,0.717241,0.699854,0.407857,0.655462,0.717241,0.300146,0.699854,0.708547]
[{"$nulls":4},71.466905,0.7210726666666667,0.6135253333333334,0.7210726666666667,0.7105906666666666,0.422483,0.662943,{"$nulls":3},0.7158313333333334]
[]
[]
[]
[]
[{"$nulls":5},"Train Avg AUC","Test Avg AUC","Max Test AUC",{"$nulls":5},"CV avg AUC","Test max AUC","Comsensus max AUC"]
[{"$nulls":3},"AUC Opt Network",null,0.821064,0.715831,0.722559,{"$nulls":3},"AUC Opt Network",null,0.821064,0.722559,0.738343]
[{"$nulls":3},"Recall Opt Network",null,0.818045,0.715831,0.722559,{"$nulls":3},"Recall Opt Network",null,0.818045,0.722559,0.738343]
[{"$nulls":3},"Precision Opt Network",null,0.818303,0.715831,0.722559,{"$nulls":3},"Precision Opt Network",null,0.818303,0.722559,0.738343]

{"sheet":"ecoli_consensus","index":3,"n_rows":73,"n_cols":17,"rows_kept":73,"merged":[[66,2,67,2],[72,16,73,16],[72,17,73,17],[72,18,73,18],[72,19,73,19],[76,11,77,11]],"flags":["formulas_cached_only"]}
[{"$nulls":5},"Consensus AUC"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[83.1868,0.815598,0.736842,0.820988,0.644885,0.776642,0.894353,0.736842,0.736842,0.105647]
[83.0769,0.814687,0.736842,0.818462,0.642583,0.77551,0.892532,0.736842,0.736842,0.107468]
[81.978,0.801785,0.714681,0.808777,0.61884,0.758824,0.888889,0.714681,0.714681,0.111111]
[82.5824,0.8086915,0.7257615,0.8148825,null,null,0.891621,0.7257615]
[{"$nulls":5},"Consensus Recall"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[83.0769,0.814687,0.736842,0.818462,0.642583,0.77551,0.892532,0.736842,0.736842,0.107468]
[83.0769,0.814687,0.736842,0.818462,0.642583,0.77551,0.892532,0.736842,0.736842,0.107468]
[82.8571,0.812391,0.734072,0.815385,0.637895,0.772595,0.89071,0.734072,0.734072,0.10929]
[82.967,0.813539,0.735457,0.8169235,null,null,0.891621,0.735457]
[{"$nulls":5},"Consensus Precision"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[83.0769,0.814687,0.736842,0.818462,0.642583,0.77551,0.892532,0.736842,0.736842,0.107468]
[82.8571,0.812391,0.734072,0.815385,0.637895,0.772595,0.89071,0.734072,0.734072,0.10929]
[82.5275,0.80871,0.728532,0.811728,0.630812,0.767883,0.888889,0.728532,0.728532,0.111111]
[82.8022,0.8116985000000001,0.732687,0.815095,null,null,0.8907105,0.732687]
[{"$nulls":5},"Consensus ARP"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[83.0769,0.814687,0.736842,0.818462,0.642583,0.77551,0.892532,0.736842,0.736842,0.107468]
[83.0769,0.814687,0.736842,0.818462,0.642583,0.77551,0.892532,0.736842,0.736842,0.107468]
[82.967,0.813302,0.734072,0.817901,0.640194,0.773723,0.892532,0.734072,0.734072,0.107468]
[83.02195,0.8139945,0.735457,0.8181815,null,null,0.892532,0.735457]
[]
[]
[]
[]
[]
[{"$nulls":4},"Max AUC"]
[null,"Consensus AUC",null,null,0.815589]
[null,"Consensus Recall",null,null,0.814687]
[null,"Consensus Precision",null,null,0.814687]
[null,"Consensus ARP",null,null,0.814687]
{"$rows_empty":22}
[{"$nulls":3},"auc","sensitivity","specificity"]
[null,null,"Wang et al",0.71933,0.6864,0.65417]
[null,null,"Nguyen et al",0.74943,0.3598,0.92949]
[null,null,"Deng et al",0.79761,0.76765,0.63158]
[null,null,"Bordner et al","-",0.57,0.26]
[null,null,"RohitSingh et al.","-",0.6,0.75]
[null,null," PPICons (Ecoli)",0.814687,0.736842,0.892532]
[null,null,"PPICons (Yeast)",0.75378,0.741602,0.765957]
[null,null,"PPICons (Homosapiens)",0.722559,0.721839,0.72328]
[null,null,"PPICons (meta data)",0.754744,0.722739,0.786748]
[]
[]
[{"$nulls":3},0.75378,0.75378,0.765957]
[]
[]
[]
[{"$nulls":16},"Our method(Ecoli)"]

{"sheet":"yeast_consensus","index":4,"n_rows":33,"n_cols":10,"rows_kept":33,"flags":["formulas_cached_only"]}
[{"$nulls":5},"Consensus AUC"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[75.6046,0.754185,0.744186,0.684086,0.502801,0.712871,0.764184,0.744186,0.744186,0.235816]
[75.2892,0.75112,0.741602,0.680095,0.496618,0.709518,0.760638,0.741602,0.741602,0.239362]
[75.184,0.750234,0.741602,0.678487,0.494748,0.708642,0.758865,0.741602,0.741602,0.241135]
[75.3943,0.7522095,0.7428939999999999,0.6812864999999999,null,null,0.7615244999999999,0.7428939999999999]
[{"$nulls":5},"Consensus Recall"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[75.6046,0.754185,0.744186,0.684086,0.502801,0.712871,0.764184,0.744186,0.744186,0.235816]
[75.2892,0.75112,0.741602,0.680095,0.496618,0.709518,0.760638,0.741602,0.741602,0.239362]
[75.184,0.750234,0.741602,0.678487,0.494748,0.708642,0.758865,0.741602,0.741602,0.241135]
[75.3943,0.7522095,0.7428939999999999,0.6812864999999999,null,null,0.7615244999999999,0.7428939999999999]
[{"$nulls":5},"Consensus Precision"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[75.6046,0.754185,0.744186,0.684086,0.502801,0.712871,0.764184,0.744186,0.744186,0.235816]
[75.2892,0.75112,0.741602,0.680095,0.496618,0.709518,0.760638,0.741602,0.741602,0.239362]
[75.184,0.750234,0.741602,0.678487,0.494748,0.708642,0.758865,0.741602,0.741602,0.241135]
[75.3943,0.7522095,0.7428939999999999,0.6812864999999999,null,null,0.7615244999999999,0.7428939999999999]
[{"$nulls":5},"Consensus ARP"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[75.4995,0.753299,0.744186,0.682464,0.500926,0.71199,0.762411,0.744186,0.744186,0.237589]
[75.4995,0.753299,0.744186,0.682464,0.500926,0.71199,0.762411,0.744186,0.744186,0.237589]
[75.4995,0.753299,0.744186,0.682464,0.500926,0.71199,0.762411,0.744186,0.744186,0.237589]
[75.4995,0.753299,0.744186,0.682464,null,null,0.762411,0.744186]
[]
[]
[]
[]
[{"$nulls":4},"Max AUC"]
[null,"Consensus AUC",null,null,0.754185]
[null,"Consensus Recall",null,null,0.754185]
[null,"Consensus Precision",null,null,0.754185]
[null,"Consensus ARP",null,null,0.753299]

{"sheet":"homosp_consensus","index":5,"n_rows":33,"n_cols":10,"rows_kept":33,"flags":["formulas_cached_only"]}
[{"$nulls":5},"Consensus AUC"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[73.7925,0.738343,0.74023,0.641434,0.467246,0.6873,0.736457,0.74023,0.74023,0.263543]
[71.4669,0.717223,0.728736,0.611969,0.424766,0.665268,0.70571,0.728736,0.728736,0.29429]
[69.1413,0.691929,0.694253,0.587549,0.375513,0.636459,0.689605,0.694253,0.694253,0.310395]
[71.46690000000001,0.715136,0.7172415000000001,0.6144915,null,null,0.713031,0.7172415000000001]
[{"$nulls":5},"Consensus Recall"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[73.7925,0.738343,0.74023,0.641434,0.467246,0.6873,0.736457,0.74023,0.74023,0.263543]
[71.4669,0.717223,0.728736,0.611969,0.424766,0.665268,0.70571,0.728736,0.728736,0.29429]
[69.1413,0.691929,0.694253,0.587549,0.375513,0.636459,0.689605,0.694253,0.694253,0.310395]
[71.46690000000001,0.715136,0.7172415000000001,0.6144915,null,null,0.713031,0.7172415000000001]
[{"$nulls":5},"Consensus Precision"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[73.7925,0.738343,0.74023,0.641434,0.467246,0.6873,0.736457,0.74023,0.74023,0.263543]
[71.4669,0.717223,0.728736,0.611969,0.424766,0.665268,0.70571,0.728736,0.728736,0.29429]
[69.1413,0.691929,0.694253,0.587549,0.375513,0.636459,0.689605,0.694253,0.694253,0.310395]
[71.46690000000001,0.715136,0.7172415000000001,0.6144915,null,null,0.713031,0.7172415000000001]
[{"$nulls":5},"Consensus ARP"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[73.703,0.737611,0.74023,0.640159,0.465726,0.686567,0.734993,0.74023,0.74023,0.265007]
[72.2719,0.722559,0.721839,0.624254,0.436224,0.66951,0.72328,0.721839,0.721839,0.27672]
[70.0358,0.701336,0.705747,0.597276,0.393919,0.646997,0.696925,0.705747,0.705747,0.303075]
[71.8694,0.7194735,0.7229885,0.6187175,null,null,0.715959,0.7229885]
[]
[]
[]
[]
[{"$nulls":4},"Max AUC"]
[null,"Consensus AUC",null,null,0.738343]
[null,"Consensus Recall",null,null,0.738343]
[null,"Consensus Precision",null,null,0.738343]
[null,"Consensus ARP",null,null,0.737611]

{"sheet":"meta","index":6,"n_rows":54,"n_cols":15,"rows_kept":54,"flags":["formulas_cached_only"]}
[{"$nulls":5},"Result Over Train Data in 10Fold Cross Validation(CV) Experiment"]
[{"$nulls":5},"                 AUC optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[681,245,1193,267,78.5415,0.718354,0.735421,0.718354,0.829624,0.550257,0.726788,0.718354,0.170376,0.829624,0.773989]
[701,224,1215,247,80.2681,0.739451,0.757838,0.739451,0.844336,0.586334,0.748532,0.739451,0.155664,0.844336,0.791894]
[705,199,1240,244,81.4489,0.742887,0.779867,0.742887,0.86171,0.609998,0.760928,0.742887,0.13829,0.86171,0.802298]
[675,200,1238,273,80.176,0.712025,0.771429,0.712025,0.860918,0.58178,0.740538,0.712025,0.139082,0.860918,0.786472]
[688,205,1234,261,80.4858,0.724974,0.770437,0.724974,0.85754,0.589146,0.747014,0.724974,0.14246,0.85754,0.791257]
[655,199,1240,293,79.3884,0.690928,0.766979,0.690928,0.86171,0.564125,0.72697,0.690928,0.13829,0.86171,0.776319]
[701,227,1211,247,80.1341,0.739451,0.755388,0.739451,0.842142,0.583781,0.747335,0.739451,0.157858,0.842142,0.790797]
[710,235,1204,239,80.1508,0.748156,0.751323,0.748156,0.836692,0.585272,0.749736,0.748156,0.163308,0.836692,0.792424]
[678,217,1222,270,79.5978,0.71519,0.757542,0.71519,0.849201,0.570451,0.735757,0.71519,0.150799,0.849201,0.782195]
[689,226,1213,260,79.6482,0.726027,0.753005,0.726027,0.842946,0.572722,0.73927,0.726027,0.157054,0.842946,0.784487]
[{"$nulls":4},79.98396,0.7257442999999999,0.7599229000000001,0.7257442999999999,0.8486819000000001,0.5793866000000001,0.7422867999999998,{"$nulls":3},0.7872132000000001]
[{"$nulls":6}," Recall optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[661,213,1225,287,79.0444,0.697257,0.756293,0.697257,0.851878,0.557739,0.725576,0.697257,0.148122,0.851878,0.774567]
[679,221,1218,269,79.4721,0.716245,0.754444,0.716245,0.846421,0.568079,0.734848,0.716245,0.153579,0.846421,0.781333]
[692,196,1243,257,81.0302,0.729189,0.779279,0.729189,0.863794,0.600418,0.753402,0.729189,0.136206,0.863794,0.796491]
[676,211,1227,272,79.7569,0.71308,0.76212,0.71308,0.853268,0.573462,0.736785,0.71308,0.146732,0.853268,0.783174]
[678,222,1217,271,79.3551,0.714436,0.753333,0.714436,0.845726,0.565659,0.733369,0.714436,0.154274,0.845726,0.780081]
[686,221,1218,262,79.7654,0.723629,0.75634,0.723629,0.846421,0.574663,0.739623,0.723629,0.153579,0.846421,0.785025]
[697,204,1234,251,80.9304,0.735232,0.773585,0.735232,0.858136,0.598939,0.753921,0.735232,0.141864,0.858136,0.796684]
[669,236,1203,280,78.392,0.704953,0.739227,0.704953,0.835997,0.545664,0.721683,0.704953,0.164003,0.835997,0.770475]
[691,214,1225,257,80.2681,0.728903,0.763536,0.728903,0.851286,0.585134,0.745818,0.728903,0.148714,0.851286,0.790094]
[700,223,1216,249,80.2345,0.737619,0.758397,0.737619,0.845031,0.585533,0.747863,0.737619,0.154969,0.845031,0.791325]
[{"$nulls":4},79.82491,0.7200542999999999,0.7596554,0.7200542999999999,0.8497958000000001,0.5755290000000001,0.7392888,{"$nulls":3},0.7849248999999999]
[{"$nulls":5}," Precision optimized 10Fold Result"]
["true_pos","false_pos","true_neg","false_neg","cross_validation_accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","TPR","FPR","TNR","AUC_ROC "]
[675,231,1207,273,78.8768,0.712025,0.745033,0.712025,0.83936,0.555961,0.728155,0.712025,0.16064,0.83936,0.775693]
[694,213,1226,254,80.4357,0.732068,0.76516,0.732068,0.851981,0.588774,0.748248,0.732068,0.148019,0.851981,0.792024]
[704,228,1211,245,80.1926,0.741834,0.755365,0.741834,0.841557,0.58524,0.748538,0.741834,0.158443,0.841557,0.791695]
[665,241,1197,283,78.0386,0.701477,0.733996,0.701477,0.832406,0.538313,0.717368,0.701477,0.167594,0.832406,0.766941]
[680,211,1228,269,79.8995,0.716544,0.763187,0.716544,0.85337,0.576664,0.73913,0.716544,0.14663,0.85337,0.784957]
[668,199,1240,280,79.933,0.704641,0.770473,0.704641,0.86171,0.576221,0.736088,0.704641,0.13829,0.86171,0.783175]
[690,213,1225,258,80.2598,0.727848,0.76412,0.727848,0.851878,0.584914,0.745543,0.727848,0.148122,0.851878,0.789863]
[658,202,1237,291,79.3551,0.693361,0.765116,0.693361,0.859625,0.563724,0.727474,0.693361,0.140375,0.859625,0.776493]
[696,228,1211,252,79.8911,0.734177,0.753247,0.734177,0.841557,0.57836,0.74359,0.734177,0.158443,0.841557,0.787867]
[688,214,1225,261,80.1089,0.724974,0.762749,0.724974,0.851286,0.581659,0.743382,0.724974,0.148714,0.851286,0.78813]
[{"$nulls":4},79.69910999999999,0.7188948999999999,0.7578446,0.7188948999999999,0.848473,0.572983,0.7377516,{"$nulls":3},0.7836838000000002]
[{"$nulls":3}," Result Over Independent Test Data (not included in 10Fold Cross validation experiment)"]
[{"$nulls":4},"based on parameters of  AUC,Recall,Precision optimized 10Fold CV Result "]
["true_pos","false_pos","true_neg","false_neg","accuracy","recall","precision","sensitivity","specificity","mcc","fmeasure","tpr","fpr","tnr","auc_roc"]
[855,383,1413,328,76.132931,0.722739,0.69063,0.722739,0.786748,0.505847,0.70632,0.722739,0.213252,0.786748,0.754744]
[856,376,1420,327,76.401477,0.723584,0.694805,0.723584,0.790646,0.510918,0.708903,0.723584,0.209354,0.790646,0.757115]
[849,376,1420,334,76.166499,0.717667,0.693061,0.717667,0.790646,0.505468,0.70515,0.717667,0.209354,0.790646,0.754156]
[]
[]
[]
[]
[{"$nulls":4},"CV avg AUC"," Test maxAUC","Consensus max AUC"]
[null,null,"AUC Opt Network",null,0.787213,0.754744,0.769002]
[null,null,"Recall Opt Network",null,0.784925,0.757115,0.75628]
[null,null,"Precision Opt Network",null,0.783684,0.754156,0.740733]

{"sheet":"meta_consensus","index":7,"n_rows":6,"n_cols":10,"rows_kept":6,"flags":["formulas_cached_only"]}
[{"$nulls":4},"Consensus ARP"]
["accuracy","auc_roc","recall","precision","mcc","fmeasure","specificity","sensitivity","tpr","fpr"]
[77.6435,0.769002,0.732883,0.712408,0.53553,0.7225,0.805122,0.732883,0.732883,0.194878]
[76.3008,0.75628,0.723584,0.693117,0.509077,0.708023,0.788976,0.723584,0.723584,0.211024]
[74.7566,0.740733,0.707523,0.673371,0.477749,0.690025,0.773942,0.707523,0.707523,0.226058]
[76.23363333333333,0.7553383333333333,0.72133,0.6929653333333333,null,null,0.7893466666666668]