{
  "stage": "Stage-1",
  "stage_dir": "F:\\iEnhancer-NEW\\iEnhancerXLNet3D\\消融_STAGE1",
  "n_runs": 5,
  "methods": [
    "Full  w/o DDS_CNN",
    "Full  w/o DNA3_XLNet",
    "Full  w/o FUSE_ENCODER",
    "Full"
  ],
  "stats": {
    "Full  w/o DDS_CNN": {
      "n": 5,
      "mean": {
        "ACC": 80.45,
        "SN": 75.6,
        "SP": 85.3,
        "MCC": 0.612221,
        "AUC": 86.05
      },
      "std": {
        "ACC": 1.6742162345408065,
        "SN": 2.625214276968648,
        "SP": 2.3532849381237284,
        "MCC": 0.033445224322763915,
        "AUC": 0.9646501956668019
      },
      "ci95_low": {
        "ACC": 78.37118597636241,
        "SN": 72.34036594471749,
        "SP": 82.37801081481659,
        "MCC": 0.5706932690465751,
        "AUC": 84.85222858118031
      },
      "ci95_high": {
        "ACC": 82.5288140236376,
        "SN": 78.8596340552825,
        "SP": 88.2219891851834,
        "MCC": 0.6537487309534249,
        "AUC": 87.24777141881968
      }
    },
    "Full  w/o DNA3_XLNet": {
      "n": 5,
      "mean": {
        "ACC": 80.15,
        "SN": 75.2,
        "SP": 85.1,
        "MCC": 0.6061354000000001,
        "AUC": 85.6
      },
      "std": {
        "ACC": 2.3252956801232827,
        "SN": 1.7537673733993384,
        "SP": 3.142292157008954,
        "MCC": 0.04755794812962393,
        "AUC": 0.8946228255527562
      },
      "ci95_low": {
        "ACC": 77.26276406881219,
        "SN": 73.02241019122566,
        "SP": 81.19832895680392,
        "MCC": 0.5470844079790039,
        "AUC": 84.48917904553981
      },
      "ci95_high": {
        "ACC": 83.03723593118782,
        "SN": 77.37758980877435,
        "SP": 89.00167104319607,
        "MCC": 0.6651863920209963,
        "AUC": 86.71082095446017
      }
    },
    "Full  w/o FUSE_ENCODER": {
      "n": 5,
      "mean": {
        "ACC": 80.75,
        "SN": 76.0,
        "SP": 85.5,
        "MCC": 0.6181487999999999,
        "AUC": 86.4
      },
      "std": {
        "ACC": 2.575412588305027,
        "SN": 3.4456639418260164,
        "SP": 3.036758139859019,
        "MCC": 0.051132748466124915,
        "AUC": 1.063179194679808
      },
      "ci95_low": {
        "ACC": 77.55220290858087,
        "SN": 71.72164313352576,
        "SP": 81.72936674648481,
        "MCC": 0.5546591071004038,
        "AUC": 85.07988867032681
      },
      "ci95_high": {
        "ACC": 83.94779709141913,
        "SN": 80.27835686647424,
        "SP": 89.27063325351519,
        "MCC": 0.6816384928995961,
        "AUC": 87.7201113296732
      }
    },
    "Full": {
      "n": 5,
      "mean": {
        "ACC": 81.03999999999999,
        "SN": 76.39000000000001,
        "SP": 85.69000000000001,
        "MCC": 0.6234781999999999,
        "AUC": 86.7
      },
      "std": {
        "ACC": 3.6895053869048646,
        "SN": 4.056975474414408,
        "SP": 3.327694397026269,
        "MCC": 0.07367627253872173,
        "AUC": 1.2108055170009755
      },
      "ci95_low": {
        "ACC": 76.45887398990136,
        "SN": 71.352599611824,
        "SP": 81.5581216701881,
        "MCC": 0.5319970248668203,
        "AUC": 85.1965863807134
      },
      "ci95_high": {
        "ACC": 85.62112601009862,
        "SN": 81.42740038817603,
        "SP": 89.82187832981192,
        "MCC": 0.7149593751331794,
        "AUC": 88.20341361928661
      }
    }
  },
  "paired_tests": [
    {
      "method": "Full  w/o DDS_CNN",
      "n": 5,
      "delta_ACC": 0.5900000000000034,
      "p_t_ACC": 0.7323954824269707,
      "dz_ACC": 0.1640072547370292,
      "p_w_ACC": 1.0,
      "delta_SN": 0.7900000000000034,
      "p_t_SN": 0.7108933140594549,
      "dz_SN": 0.17803339601853163,
      "p_w_SN": 1.0,
      "delta_SP": 0.39000000000000057,
      "p_t_SP": 0.8239045008223255,
      "dz_SP": 0.10623371121212388,
      "p_w_SP": 1.0,
      "delta_MCC": 0.01125719999999999,
      "p_t_MCC": 0.7435388477337348,
      "dz_MCC": 0.15681529806791827,
      "p_w_MCC": 1.0,
      "delta_AUC": 0.6499999999999971,
      "p_t_AUC": 0.32108803173690337,
      "dz_AUC": 0.5060166468441776,
      "p_w_AUC": 0.4375
    },
    {
      "method": "Full  w/o DNA3_XLNet",
      "n": 5,
      "delta_ACC": 0.8900000000000035,
      "p_t_ACC": 0.6652225562494887,
      "dz_ACC": 0.2085630737276929,
      "p_w_ACC": 0.8125,
      "delta_SN": 1.1900000000000035,
      "p_t_SN": 0.6045049353322032,
      "dz_SN": 0.25105289687880145,
      "p_w_SN": 0.625,
      "delta_SP": 0.5900000000000005,
      "p_t_SP": 0.7663094706448239,
      "dz_SP": 0.14226804301803064,
      "p_w_SP": 0.625,
      "delta_MCC": 0.01734279999999997,
      "p_t_MCC": 0.6732905865927337,
      "dz_MCC": 0.20308978273300163,
      "p_w_MCC": 0.8125,
      "delta_AUC": 1.0999999999999943,
      "p_t_AUC": 0.1213928884530146,
      "dz_AUC": 0.8770580193070252,
      "p_w_AUC": 0.1875
    },
    {
      "method": "Full  w/o FUSE_ENCODER",
      "n": 5,
      "delta_ACC": 0.2900000000000034,
      "p_t_ACC": 0.8837794410346337,
      "dz_ACC": 0.06965028894738083,
      "p_w_ACC": 1.0,
      "delta_SN": 0.39000000000000623,
      "p_t_SN": 0.8924196802721898,
      "dz_SN": 0.06442554971281308,
      "p_w_SN": 0.8125,
      "delta_SP": 0.19000000000000342,
      "p_t_SP": 0.8883569041829567,
      "dz_SP": 0.06688088861214282,
      "p_w_SP": 1.0,
      "delta_MCC": 0.005329400000000017,
      "p_t_MCC": 0.8905505273512305,
      "dz_MCC": 0.06555486691625079,
      "p_w_MCC": 1.0,
      "delta_AUC": 0.29999999999999716,
      "p_t_AUC": 0.7074139806405619,
      "dz_AUC": 0.18032252478563265,
      "p_w_AUC": 1.0
    }
  ]
}