Title: Prediction of radio-quiet gamma-ray pulsar distances 
       using the Fundamental Plane Relation 
Authors: Anguner E.O. 
Table: Properties of radio-quiet gamma-ray pulsars from the 3PC, along with
       distance predictions obtained using various ML approaches
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Byte-by-byte Description of file: datafile10.txt
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   Bytes Format Units   Label     Explanations
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   1- 10 A10    ---     Name      Pulsar name
  12- 16 F5.2   GeV     ECut,HYB  Derived PLEC spectral cutoff value from hybrid model (1)
  18- 23 F6.1   ---   n_ECut,HYB  ? Test Statistic value for ECut,HYB (2)
  25- 30 F6.2   ms      P         Period
  32- 39 E8.2   s/s     PdotCor   Period derivative (3)
  41- 47 E7.2   10-7W   EdotCor   Spin-down lumiosity; erg/s (3)
  49- 56 E8.2   mW/m2   G100      Measured integral gamma-ray flux above 100 MeV; erg/s/cm^2^
  58- 65 E8.2   mW/m2 e_G100      1{sigma} uncertainty in G100
  67- 70 F4.2   kpc     DOLS      Predicted distance from optimized OLS model
  72- 75 F4.2   kpc   E_DOLS      Upper 1{sigma} uncertainty in DOLS
  77- 80 F4.2   kpc   e_DOLS      Lower 1{sigma} uncertainty in DOLS
  82- 85 F4.2   kpc     DRBF      Predicted distance from optimized RBF model (4)
  87- 90 F4.2   kpc     DSVR-RBF  Predicted distance from optimized SVR-RBF model (4)
  92- 96 F5.3   kpc     DSVR-LIN  Predicted distance from optimized SVR-RBF model (4)
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Note (1): This column combines the values from ECut,B23 and ECut,BFR, 
          prioritizing the ECut,BFR whenever available, and also presents 
          the spectral cutoff values used in the FP relation.
Note (2): From the likelihood ratio tests comparing PLEC and PL models.
Note (3): Shklovskii effect-corrected values.
Note (4): Conservative average relative statistical errors of approximately 
          ∼61% (upper) and ∼29% (lower), obtained from the OLS approach, 
          may be assumed for the RFR, SVR-RBF, and SVR-Linear predictions.
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J0357+3205  1.21 2191.0 444.11 1.31e-14 5.90e33 6.01e-11 1.76e-12 0.46 0.29 0.13 0.39 0.39 0.37  
J0359+5414  2.38  194.7  79.43 1.67e-14 1.32e36 1.98e-11 1.28e-12 4.74 2.88 1.31 4.77 4.04 4.58  
J0554+3107  1.59  469.6 464.96 1.43e-13 5.60e34 1.87e-11 8.93e-13 1.84 1.14 0.51 1.24 1.65 1.71  
J0622+3749  0.91  550.4 333.21 2.54e-14 2.71e34 1.77e-11 9.38e-13 1.10 0.69 0.31 0.60 1.08 1.15  
J0633+0632  3.05  941.4 297.41 7.96e-14 1.19e35 9.56e-11 2.38e-12 1.40 0.86 0.39 0.60 1.09 1.01  
J0734-1559  3.66  425.2 155.14 1.25e-14 1.32e35 4.58e-11 1.38e-12 2.17 1.33 0.60 1.54 1.81 1.75  
J0744-2525  2.38  148.2  92.0  9.31e-16 4.72e34 1.73e-11 1.22e-12 1.98 1.20 0.55 1.54 2.01 2.17  
J0802-5613  1.36  223.3 273.97 2.78e-15 5.33e33 6.59e-12 6.01e-13 1.38 0.87 0.39 1.26 1.39 1.61  
J1023-5746  3.42  257.0 111.5  3.80e-13 1.08e37 1.46e-10 1.15e-11 4.02 2.48 1.12 2.93 3.93 3.33  
J1044-5737  3.43  686.1 139.03 5.46e-14 8.02e35 1.14e-10 3.49e-12 2.20 1.33 0.60 2.04 1.73 1.61  
J1057-5851  1.06  198.6 620.37 1.01e-13 1.66e34 1.32e-11 1.65e-12 1.27 0.81 0.36 1.02 1.60 1.53  
J1105-6037  3.18  135.7 194.94 2.18e-14 1.16e35 3.07e-11 3.53e-12 2.41 1.48 0.68 2.41 2.73 2.44  
J1111-6039  4.21   93.1 106.69 1.95e-13 6.35e36 5.91e-11 3.35e-12 6.06 3.72 1.68 4.70 6.64 5.76  
J1135-6055  3.77  235.6 114.5  7.82e-14 2.06e36 4.58e-11 2.17e-12 4.71 2.87 1.30 3.06 4.14 3.96  
J1139-6247  6.12   28.7 120.48 4.06e-15 9.17e34 1.92e-11 2.13e-12 3.93 2.49 1.12 2.67 5.42 4.62  
J1203-6242  3.96  113.8 100.6  4.45e-14 1.73e36 3.74e-11 3.64e-12 5.04 3.07 1.40 4.60 5.19 4.81  
J1208-6238  5.94   47.1 440.68 3.31e-12 1.53e36 3.73e-11 4.01e-12 6.95 4.39 1.97 3.52 8.54 6.85  
J1231-5113  1.0   295.2 206.61 1.15e-16 5.16e32 1.07e-11 7.28e-13 0.46 0.30 0.13 1.15 0.58 0.58  
J1231-6511  1.95  174.8 247.52 2.82e-14 7.34e34 1.21e-11 1.38e-12 2.63 1.61 0.74 1.44 2.60 2.79  
J1335-5656  3.81   59.1   3.24 1.26e-20 1.46e34 8.22e-12 8.54e-13 1.98 1.20 0.55 1.61 1.73 2.58  
J1350-6225  3.49   70.5 138.16 8.88e-15 1.33e35 3.60e-11 4.13e-12 2.36 1.45 0.66 2.36 3.19 2.67  
J1358-6025  3.83  102.5  60.53 3.01e-15 5.35e35 3.17e-11 3.62e-12 3.68 2.23 1.03 4.51 3.87 3.75  
J1413-6205  3.81  640.6 109.74 2.74e-14 8.18e35 1.78e-10 6.40e-12 1.84 1.12 0.51 2.02 1.54 1.35  
J1422-6138  3.33   96.1 340.98 9.68e-14 9.64e34 5.35e-11 2.51e-12 1.86 1.16 0.52 2.26 2.64 1.99  
J1429-5911  3.59  582.3 115.84 2.39e-14 6.07e35 1.13e-10 3.64e-12 2.06 1.25 0.57 2.06 1.69 1.55  
J1447-5757  1.77  214.8 158.73 1.18e-14 1.17e35 2.34e-11 2.59e-12 1.96 1.19 0.55 1.71 2.02 2.08  
J1459-6053  3.81  639.4 103.15 2.53e-14 9.09e35 1.23e-10 3.66e-12 2.27 1.38 0.62 2.10 1.78 1.65  
J1522-5735  2.79  443.1 204.28 6.25e-14 2.89e35 7.59e-11 3.97e-12 1.86 1.13 0.51 2.07 1.71 1.55  
J1528-5838  2.39  185.6 355.69 2.48e-14 2.17e34 1.81e-11 1.63e-12 1.75 1.10 0.49 1.33 1.91 1.81  
J1615-5137  2.30   55.5 179.28 1.06e-14 7.28e34 3.34e-11 3.03e-12 1.68 1.02 0.47 2.10 2.63 2.19  
J1620-4927  4.15  171.7 171.94 1.05e-14 8.15e34 1.29e-10 5.24e-12 1.22 0.76 0.34 1.49 1.58 1.16  
J1623-5005  3.71   34.2  85.07 4.16e-15 2.67e35 6.11e-11 5.04e-12 2.20 1.33 0.61 3.96 3.71 2.82  
J1624-4041  2.45  318.1 167.86 4.73e-15 3.94e34 2.74e-11 1.48e-12 1.60 0.98 0.44 1.28 1.49 1.51  
J1641-5317  1.86  301.2 175.11 3.70e-15 2.72e34 1.48e-11 1.20e-12 1.69 1.04 0.47 1.24 1.53 1.70  
J1649-3012  2.60  138.7   3.42 1.29e-20 1.27e34 9.04e-12 8.37e-13 1.48 0.89 0.41 1.44 1.17 1.80  
J1650-4601  2.96  157.1 127.12 1.51e-14 2.91e35 5.61e-11 5.94e-12 2.15 1.30 0.60 3.48 2.48 2.16  
J1714-3830  4.88   38.7  84.13 7.03e-14 4.66e36 9.12e-11 9.16e-12 4.74 2.92 1.33 4.64 6.89 5.25  
J1736-3422  2.85   54.0 347.22 6.51e-14 6.14e34 1.75e-11 2.72e-12 2.64 1.65 0.76 2.00 3.72 3.21  
J1742-3321  2.02   50.1 143.27 1.27e-15 1.71e34 1.45e-11 2.62e-12 1.53 0.95 0.44 1.75 2.22 2.15  
J1744-7619  1.77  675.6   4.69 9.67e-21 3.71e34 1.97e-11 6.23e-12 0.58 0.35 0.16 0.63 0.47 0.60  
J1746-3239  2.46  296.4 199.54 6.56e-15 3.26e34 5.13e-11 2.87e-12 1.13 0.69 0.31 1.26 1.21 1.09  
J1803-2149  4.27   97.4 106.33 1.95e-14 6.40e35 8.92e-11 6.85e-12 2.57 1.57 0.71 4.48 3.34 2.59  
J1813-1246  3.19 1636.8  48.07 1.76e-14 6.24e36 2.48e-10 6.17e-12 2.36 1.45 0.65 2.06 1.47 1.48  
J1817-1742  4.81   32.7 149.74 2.06e-14 2.42e35 2.85e-11 4.48e-12 3.79 2.36 1.09 4.18 5.55 4.50  
J1826-1256  3.61 1020.5 110.24 1.21e-13 3.57e36 4.13e-11 1.29e-11 1.79 1.09 0.49 2.10 1.42 1.19  
J1827-0849 10.46   12.4   2.24 1.10e-20 3.84e34 2.95e-11 3.61e-12 2.34 1.51 0.67 2.44 3.21 3.28  
J1827-1446  0.96   42.2 499.19 4.53e-14 1.44e34 1.94e-11 1.78e-12 0.93 0.59 0.26 1.57 1.92 1.56  
J1838-0537  3.81   57.5 145.75 4.51e-13 5.75e36 1.20e-10 1.26e-11 4.02 2.47 1.13 4.74 5.90 4.31  
J1844-0346  2.24  121.3 112.85 1.55e-13 4.25e36 4.59e-11 5.34e-12 4.34 2.68 1.22 4.73 4.94 4.54  
J1846+0919  2.42  585.5 225.55 9.93e-15 3.42e34 3.57e-11 1.15e-12 1.37 0.84 0.38 0.63 1.14 1.16  
J1906+0722  4.47   98.1 111.53 3.59e-14 1.02e36 8.59e-11 8.01e-12 3.09 1.89 0.86 4.57 3.87 3.03  
J1932+1916  2.61  369.6 208.22 9.32e-14 4.07e35 6.54e-11 4.47e-12 2.13 1.29 0.59 2.35 2.03 1.84  
J1954+2836  3.71  544.7  92.71 2.12e-14 1.05e36 1.07e-10 3.17e-12 2.48 1.50 0.68 2.23 1.99 1.86  
J1957+5033  1.32 1187.2 374.81 7.08e-15 5.31e33 2.62e-11 8.37e-13 0.70 0.45 0.20 0.43 0.59 0.61  
J1958+2846  2.81 1040.5 290.4  2.12e-13 3.41e35 1.06e-10 2.85e-12 1.71 1.04 0.47 1.24 1.28 1.21  
J2017+3625  2.17  564.1 166.75 1.36e-15 1.16e34 7.52e-11 4.63e-12 0.64 0.39 0.18 0.55 0.64 0.58  
J2028+3332  1.74 1068.3 176.71 4.86e-15 3.48e34 5.71e-11 1.87e-12 0.89 0.54 0.25 0.44 0.71 0.74  
J2034+3632  1.92   86.6   3.65 1.73e-21 1.41e33 1.24e-11 7.75e-12 0.57 0.35 0.16 1.50 0.72 0.86  
J2055+2539  1.51 2702.3 319.56 4.10e-15 4.96e33 5.32e-11 9.61e-13 0.51 0.32 0.14 0.41 0.38 0.38  
J2111+4606  5.00  246.2 157.84 1.63e-13 1.63e36 4.89e-11 1.52e-12 5.14 3.16 1.42 3.01 4.34 4.01  
J2139+4716  1.10  957.7 282.85 1.78e-15 3.11e33 2.70e-11 1.01e-12 0.52 0.33 0.15 0.47 0.50 0.51  
J2238+5903  3.66  489.2 162.74 9.69e-14 8.87e35 6.64e-11 2.38e-12 3.12 1.90 0.86 2.27 2.47 2.35
