results_claim5.json

{
  "ackley_2d": {
    "2%": {
      "n_hf": 4,
      "fire_nrmse": 0.22477221967291205,
      "lf_nrmse": 0.4057785312148945,
      "ar1_nrmse": 0.22951804157034492
    },
    "5%": {
      "n_hf": 10,
      "fire_nrmse": 0.10493257027566558,
      "lf_nrmse": 0.40874262592771704,
      "ar1_nrmse": 0.20449177130863685
    },
    "10%": {
      "n_hf": 20,
      "fire_nrmse": 0.07181199509869199,
      "lf_nrmse": 0.4051608644061643,
      "ar1_nrmse": 0.19726572457470426
    },
    "20%": {
      "n_hf": 40,
      "fire_nrmse": 0.055233956857391,
      "lf_nrmse": 0.39300052853353584,
      "ar1_nrmse": 0.18559495920748645
    },
    "25%": {
      "n_hf": 50,
      "fire_nrmse": 0.05448954530329654,
      "lf_nrmse": 0.40257588668378724,
      "ar1_nrmse": 0.18807324591760016
    }
  },
  "rosenbrock_2d": {
    "2%": {
      "n_hf": 4,
      "fire_nrmse": 0.060153457992243343,
      "lf_nrmse": 0.07872498344962134,
      "ar1_nrmse": 0.003060444140542692
    },
    "5%": {
      "n_hf": 10,
      "fire_nrmse": 0.010461275225091434,
      "lf_nrmse": 0.07384980876634709,
      "ar1_nrmse": 0.0016904114511903192
    },
    "10%": {
      "n_hf": 20,
      "fire_nrmse": 0.0060802705919724125,
      "lf_nrmse": 0.07432800738267913,
      "ar1_nrmse": 0.0016551566731220473
    },
    "20%": {
      "n_hf": 40,
      "fire_nrmse": 0.002166574757590546,
      "lf_nrmse": 0.07971343208038364,
      "ar1_nrmse": 0.0018028403280904892
    },
    "25%": {
      "n_hf": 50,
      "fire_nrmse": 0.0029127247890584178,
      "lf_nrmse": 0.08087369145090058,
      "ar1_nrmse": 0.0015447424372273396
    }
  },
  "sphere_3d": {
    "2%": {
      "n_hf": 4,
      "fire_nrmse": 0.03872887802572955,
      "lf_nrmse": 0.09970283152951778,
      "ar1_nrmse": 0.046916889796960806
    },
    "5%": {
      "n_hf": 10,
      "fire_nrmse": 0.017578660283805773,
      "lf_nrmse": 0.09915258114837348,
      "ar1_nrmse": 0.035581900564909716
    },
    "10%": {
      "n_hf": 20,
      "fire_nrmse": 0.009367194448303957,
      "lf_nrmse": 0.09891421692306887,
      "ar1_nrmse": 0.034446368510435636
    },
    "20%": {
      "n_hf": 40,
      "fire_nrmse": 0.006839722230984474,
      "lf_nrmse": 0.09888140394334889,
      "ar1_nrmse": 0.0311581810829422
    },
    "25%": {
      "n_hf": 50,
      "fire_nrmse": 0.006427841773016691,
      "lf_nrmse": 0.10125141138141389,
      "ar1_nrmse": 0.032331845099860625
    }
  },
  "rastrigin_2d": {
    "2%": {
      "n_hf": 4,
      "fire_nrmse": 0.3062543903647593,
      "lf_nrmse": 0.43335872997946395,
      "ar1_nrmse": 0.2826401784431751
    },
    "5%": {
      "n_hf": 10,
      "fire_nrmse": 0.23364356558393395,
      "lf_nrmse": 0.43453615382166194,
      "ar1_nrmse": 0.24256158568496483
    },
    "10%": {
      "n_hf": 20,
      "fire_nrmse": 0.1843868921416303,
      "lf_nrmse": 0.42996104811920366,
      "ar1_nrmse": 0.23225105504658244
    },
    "20%": {
      "n_hf": 40,
      "fire_nrmse": 0.15558397105414648,
      "lf_nrmse": 0.42382257776537796,
      "ar1_nrmse": 0.21581076381919023
    },
    "25%": {
      "n_hf": 50,
      "fire_nrmse": 0.14941238824674635,
      "lf_nrmse": 0.42640585932159325,
      "ar1_nrmse": 0.2139227433813881
    }
  },
  "levy_2d": {
    "2%": {
      "n_hf": 4,
      "fire_nrmse": 0.06832197902921906,
      "lf_nrmse": 0.09281812897159444,
      "ar1_nrmse": 0.028593832135948814
    },
    "5%": {
      "n_hf": 10,
      "fire_nrmse": 0.061361699122000214,
      "lf_nrmse": 0.0916335350296968,
      "ar1_nrmse": 0.02183340614890615
    },
    "10%": {
      "n_hf": 20,
      "fire_nrmse": 0.026594712626367333,
      "lf_nrmse": 0.0929544700313529,
      "ar1_nrmse": 0.019114755262278064
    },
    "20%": {
      "n_hf": 40,
      "fire_nrmse": 0.02052200695321794,
      "lf_nrmse": 0.09209903614811199,
      "ar1_nrmse": 0.016584277648168194
    },
    "25%": {
      "n_hf": 50,
      "fire_nrmse": 0.02016890145147111,
      "lf_nrmse": 0.09228540277353497,
      "ar1_nrmse": 0.016952614598223996
    }
  },
  "griewank_2d": {
    "2%": {
      "n_hf": 4,
      "fire_nrmse": 0.19247716653951044,
      "lf_nrmse": 0.22264927580326158,
      "ar1_nrmse": 0.2018264191151366
    },
    "5%": {
      "n_hf": 10,
      "fire_nrmse": 0.18440847533922924,
      "lf_nrmse": 0.22161488624221262,
      "ar1_nrmse": 0.1882985902518578
    },
    "10%": {
      "n_hf": 20,
      "fire_nrmse": 0.18184170571776184,
      "lf_nrmse": 0.21844863238413192,
      "ar1_nrmse": 0.1813983459169713
    },
    "20%": {
      "n_hf": 40,
      "fire_nrmse": 0.1586446885822988,
      "lf_nrmse": 0.2142118750026168,
      "ar1_nrmse": 0.16129866842030963
    },
    "25%": {
      "n_hf": 50,
      "fire_nrmse": 0.1563056957639509,
      "lf_nrmse": 0.2121237444617093,
      "ar1_nrmse": 0.16102859332399927
    }
  },
  "styblinski_2d": {
    "2%": {
      "n_hf": 4,
      "fire_nrmse": 0.09001009084249008,
      "lf_nrmse": 0.09984484027509533,
      "ar1_nrmse": 0.14280281127323471
    },
    "5%": {
      "n_hf": 10,
      "fire_nrmse": 0.03493601223710542,
      "lf_nrmse": 0.10140018343268012,
      "ar1_nrmse": 0.08970282578482694
    },
    "10%": {
      "n_hf": 20,
      "fire_nrmse": 0.014424766123966867,
      "lf_nrmse": 0.10192067054887384,
      "ar1_nrmse": 0.08711757668392134
    },
    "20%": {
      "n_hf": 40,
      "fire_nrmse": 0.010362761519268064,
      "lf_nrmse": 0.09974689106752464,
      "ar1_nrmse": 0.08911463232990935
    },
    "25%": {
      "n_hf": 50,
      "fire_nrmse": 0.009296541976143402,
      "lf_nrmse": 0.10099871058588102,
      "ar1_nrmse": 0.08828439745357688
    }
  }
}