accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recall,weighted_f1
0.9395,0.9420,0.9395,0.9397,0.9420,0.9395,0.9397
0.9553,0.9564,0.9553,0.9555,0.9564,0.9553,0.9555
0.9559,0.9570,0.9559,0.9559,0.9570,0.9559,0.9559
0.9013,0.9258,0.9013,0.9061,0.9258,0.9013,0.9061
0.9368,0.9431,0.9368,0.9380,0.9431,0.9368,0.9380
0.6428,0.8757,0.6428,0.6625,0.8757,0.6428,0.6625
0.9487,0.9510,0.9487,0.9490,0.9510,0.9487,0.9490
0.9276,0.9386,0.9276,0.9299,0.9386,0.9276,0.9299
0.9046,0.9169,0.9046,0.9057,0.9169,0.9046,0.9057
0.9217,0.9273,0.9217,0.9222,0.9273,0.9217,0.9222
0.7382,0.9446,0.7382,0.7992,0.9446,0.7382,0.7992
0.8395,0.8965,0.8395,0.8487,0.8965,0.8395,0.8487
0.0967,0.1954,0.0967,0.0440,0.1954,0.0967,0.0440
0.3546,0.7100,0.3546,0.3285,0.7100,0.3546,0.3285
0.9461,0.9499,0.9461,0.9467,0.9499,0.9461,0.9467
0.9000,0.9258,0.9000,0.9058,0.9258,0.9000,0.9058
0.8954,0.9206,0.8954,0.9007,0.9206,0.8954,0.9007
0.9053,0.9179,0.9053,0.9070,0.9179,0.9053,0.9070
0.9414,0.9446,0.9414,0.9418,0.9446,0.9414,0.9418
0.8895,0.9119,0.8895,0.8924,0.9119,0.8895,0.8924
0.9263,0.9321,0.9263,0.9268,0.9321,0.9263,0.9268
0.8079,0.9061,0.8079,0.8296,0.9061,0.8079,0.8296
0.9539,0.9551,0.9539,0.9540,0.9551,0.9539,0.9540
0.3105,0.7421,0.3105,0.3367,0.7421,0.3105,0.3367
0.9401,0.9436,0.9401,0.9405,0.9436,0.9401,0.9405
0.9257,0.9316,0.9257,0.9250,0.9316,0.9257,0.9250
0.8474,0.8950,0.8474,0.8496,0.8950,0.8474,0.8496
0.8974,0.9192,0.8974,0.9012,0.9192,0.8974,0.9012
0.9224,0.9342,0.9224,0.9240,0.9342,0.9224,0.9240
0.8921,0.9141,0.8921,0.8954,0.9141,0.8921,0.8954
0.7289,0.8936,0.7289,0.7684,0.8936,0.7289,0.7684
0.8526,0.8912,0.8526,0.8567,0.8912,0.8526,0.8567
0.9303,0.9371,0.9303,0.9313,0.9371,0.9303,0.9313
0.1368,0.4546,0.1368,0.0833,0.4546,0.1368,0.0833
0.8586,0.8898,0.8586,0.8592,0.8898,0.8586,0.8592
0.4204,0.7968,0.4204,0.4326,0.7968,0.4204,0.4326
0.9414,0.9434,0.9414,0.9415,0.9434,0.9414,0.9415
0.9191,0.9288,0.9191,0.9191,0.9288,0.9191,0.9191
0.8428,0.8838,0.8428,0.8404,0.8838,0.8428,0.8404
0.9447,0.9467,0.9447,0.9448,0.9467,0.9447,0.9448
0.9158,0.9339,0.9158,0.9192,0.9339,0.9158,0.9192
0.6500,0.8307,0.6500,0.6530,0.8307,0.6500,0.6530
0.9520,0.9532,0.9520,0.9521,0.9532,0.9520,0.9521
0.8263,0.8769,0.8263,0.8279,0.8769,0.8263,0.8279
0.8914,0.9284,0.8914,0.9021,0.9284,0.8914,0.9021
0.8743,0.9006,0.8743,0.8747,0.9006,0.8743,0.8747
0.8993,0.9188,0.8993,0.9020,0.9188,0.8993,0.9020
0.9322,0.9386,0.9322,0.9331,0.9386,0.9322,0.9331
0.9230,0.9319,0.9230,0.9241,0.9319,0.9230,0.9241
0.6829,0.8465,0.6829,0.6933,0.8465,0.6829,0.6933
0.9184,0.9304,0.9184,0.9205,0.9304,0.9184,0.9205
0.4717,0.8341,0.4717,0.5098,0.8341,0.4717,0.5098
0.9026,0.9269,0.9026,0.9079,0.9269,0.9026,0.9079
0.9388,0.9441,0.9388,0.9395,0.9441,0.9388,0.9395
0.8816,0.9183,0.8816,0.8891,0.9183,0.8816,0.8891
0.9336,0.9381,0.9336,0.9333,0.9381,0.9336,0.9333
0.1592,0.3223,0.1592,0.0862,0.3223,0.1592,0.0862
0.8961,0.9109,0.8961,0.8979,0.9109,0.8961,0.8979
0.9013,0.9242,0.9013,0.9051,0.9242,0.9013,0.9051
0.9336,0.9400,0.9336,0.9341,0.9400,0.9336,0.9341
0.9289,0.9379,0.9289,0.9305,0.9379,0.9289,0.9305
0.9066,0.9186,0.9066,0.9070,0.9186,0.9066,0.9070
0.9375,0.9422,0.9375,0.9384,0.9422,0.9375,0.9384
0.9257,0.9303,0.9257,0.9254,0.9303,0.9257,0.9254
0.8579,0.9083,0.8579,0.8663,0.9083,0.8579,0.8663
0.8559,0.8996,0.8559,0.8634,0.8996,0.8559,0.8634
0.9493,0.9523,0.9493,0.9495,0.9523,0.9493,0.9495
0.7921,0.8817,0.7921,0.8071,0.8817,0.7921,0.8071
0.8395,0.8804,0.8395,0.8407,0.8804,0.8395,0.8407
0.9368,0.9423,0.9368,0.9374,0.9423,0.9368,0.9374
0.5842,0.8898,0.5842,0.6407,0.8898,0.5842,0.6407
0.1605,0.3060,0.1605,0.1132,0.3060,0.1605,0.1132
0.7428,0.8557,0.7428,0.7505,0.8557,0.7428,0.7505
0.8678,0.9047,0.8678,0.8756,0.9047,0.8678,0.8756
0.8224,0.9062,0.8224,0.8392,0.9062,0.8224,0.8392
0.9533,0.9558,0.9533,0.9538,0.9558,0.9533,0.9538
0.9461,0.9483,0.9461,0.9462,0.9483,0.9461,0.9462
0.9533,0.9541,0.9533,0.9534,0.9541,0.9533,0.9534
0.7197,0.8625,0.7197,0.7308,0.8625,0.7197,0.7308
0.2441,0.8295,0.2441,0.2817,0.8295,0.2441,0.2817
0.9046,0.9192,0.9046,0.9059,0.9192,0.9046,0.9059
0.7553,0.8849,0.7553,0.7791,0.8849,0.7553,0.7791
0.9441,0.9473,0.9441,0.9446,0.9473,0.9441,0.9446
0.3434,0.7953,0.3434,0.3285,0.7953,0.3434,0.3285
0.7829,0.8644,0.7829,0.7828,0.8644,0.7829,0.7828
0.9053,0.9283,0.9053,0.9104,0.9283,0.9053,0.9104
0.9322,0.9412,0.9322,0.9339,0.9412,0.9322,0.9339
0.9507,0.9545,0.9507,0.9513,0.9545,0.9507,0.9513
0.2862,0.7748,0.2862,0.2976,0.7748,0.2862,0.2976
0.9066,0.9157,0.9066,0.9079,0.9157,0.9066,0.9079
0.0447,0.0047,0.0447,0.0086,0.0047,0.0447,0.0086
0.0704,0.1012,0.0704,0.0343,0.1012,0.0704,0.0343
0.8645,0.8949,0.8645,0.8680,0.8949,0.8645,0.8680
0.9507,0.9522,0.9507,0.9509,0.9522,0.9507,0.9509
0.8230,0.8767,0.8230,0.8246,0.8767,0.8230,0.8246
0.3349,0.5789,0.3349,0.3080,0.5789,0.3349,0.3080
0.8901,0.9063,0.8901,0.8922,0.9063,0.8901,0.8922
0.8671,0.9035,0.8671,0.8733,0.9035,0.8671,0.8733
0.3368,0.8184,0.3368,0.3841,0.8184,0.3368,0.3841
0.7829,0.9076,0.7829,0.8099,0.9076,0.7829,0.8099
0.8855,0.9233,0.8855,0.8941,0.9233,0.8855,0.8941
0.9428,0.9441,0.9428,0.9427,0.9441,0.9428,0.9427
0.9368,0.9399,0.9368,0.9371,0.9399,0.9368,0.9371
0.2888,0.4046,0.2888,0.1979,0.4046,0.2888,0.1979
0.9401,0.9411,0.9401,0.9396,0.9411,0.9401,0.9396
0.9026,0.9198,0.9026,0.9048,0.9198,0.9026,0.9048
0.8112,0.8734,0.8112,0.8179,0.8734,0.8112,0.8179
0.8908,0.9087,0.8908,0.8923,0.9087,0.8908,0.8923
0.2276,0.3946,0.2276,0.1716,0.3946,0.2276,0.1716
0.9474,0.9487,0.9474,0.9474,0.9487,0.9474,0.9474
0.4954,0.9219,0.4954,0.5724,0.9219,0.4954,0.5724
0.2625,0.4674,0.2625,0.1735,0.4674,0.2625,0.1735
0.4263,0.7974,0.4263,0.4043,0.7974,0.4263,0.4043
0.9408,0.9448,0.9408,0.9412,0.9448,0.9408,0.9412
0.8342,0.8909,0.8342,0.8426,0.8909,0.8342,0.8426
0.9296,0.9339,0.9296,0.9301,0.9339,0.9296,0.9301
0.9388,0.9410,0.9388,0.9390,0.9410,0.9388,0.9390
0.7783,0.8611,0.7783,0.7823,0.8611,0.7783,0.7823
0.9388,0.9421,0.9388,0.9390,0.9421,0.9388,0.9390
0.8671,0.8922,0.8671,0.8686,0.8922,0.8671,0.8686
0.8671,0.9191,0.8671,0.8768,0.9191,0.8671,0.8768
0.8783,0.9099,0.8783,0.8802,0.9099,0.8783,0.8802
0.9316,0.9385,0.9316,0.9329,0.9385,0.9316,0.9329
0.9401,0.9433,0.9401,0.9405,0.9433,0.9401,0.9405
0.9217,0.9278,0.9217,0.9225,0.9278,0.9217,0.9225
0.9000,0.9262,0.9000,0.9055,0.9262,0.9000,0.9055
0.0730,0.0172,0.0730,0.0230,0.0172,0.0730,0.0230
0.9434,0.9479,0.9434,0.9441,0.9479,0.9434,0.9441
0.8158,0.8938,0.8158,0.8186,0.8938,0.8158,0.8186
0.9243,0.9296,0.9243,0.9246,0.9296,0.9243,0.9246
0.7684,0.9132,0.7684,0.8060,0.9132,0.7684,0.8060
0.3500,0.5517,0.3500,0.2872,0.5517,0.3500,0.2872
0.8368,0.8990,0.8368,0.8458,0.8990,0.8368,0.8458
0.8474,0.9095,0.8474,0.8605,0.9095,0.8474,0.8605
0.9421,0.9495,0.9421,0.9436,0.9495,0.9421,0.9436
0.9480,0.9512,0.9480,0.9482,0.9512,0.9480,0.9482
0.9059,0.9267,0.9059,0.9094,0.9267,0.9059,0.9094
0.9388,0.9427,0.9388,0.9391,0.9427,0.9388,0.9391
0.6046,0.9135,0.6046,0.6578,0.9135,0.6046,0.6578
0.8704,0.8981,0.8704,0.8711,0.8981,0.8704,0.8711
0.9487,0.9513,0.9487,0.9491,0.9513,0.9487,0.9491
0.9336,0.9371,0.9336,0.9338,0.9371,0.9336,0.9338
0.9401,0.9437,0.9401,0.9407,0.9437,0.9401,0.9407
0.4592,0.8157,0.4592,0.4758,0.8157,0.4592,0.4758
0.8901,0.9098,0.8901,0.8915,0.9098,0.8901,0.8915
0.9184,0.9272,0.9184,0.9193,0.9272,0.9184,0.9193
0.1533,0.4711,0.1533,0.1406,0.4711,0.1533,0.1406
0.8618,0.8965,0.8618,0.8651,0.8965,0.8618,0.8651
0.9395,0.9415,0.9395,0.9397,0.9415,0.9395,0.9397
0.9007,0.9184,0.9007,0.9033,0.9184,0.9007,0.9033
0.9322,0.9437,0.9322,0.9350,0.9437,0.9322,0.9350
0.6559,0.8956,0.6559,0.6970,0.8956,0.6559,0.6970
0.4914,0.6544,0.4914,0.4662,0.6544,0.4914,0.4662
0.0822,0.2539,0.0822,0.0507,0.2539,0.0822,0.0507
0.9382,0.9419,0.9382,0.9385,0.9419,0.9382,0.9385
0.9283,0.9365,0.9283,0.9296,0.9365,0.9283,0.9296
0.9250,0.9309,0.9250,0.9256,0.9309,0.9250,0.9256
0.6507,0.8499,0.6507,0.6666,0.8499,0.6507,0.6666
0.2855,0.8728,0.2855,0.3249,0.8728,0.2855,0.3249
0.8849,0.9143,0.8849,0.8889,0.9143,0.8849,0.8889
0.0612,0.2133,0.0612,0.0216,0.2133,0.0612,0.0216
0.9487,0.9509,0.9487,0.9490,0.9509,0.9487,0.9490
0.8789,0.9088,0.8789,0.8810,0.9088,0.8789,0.8810
0.7717,0.8719,0.7717,0.7786,0.8719,0.7717,0.7786
0.6007,0.8696,0.6007,0.6239,0.8696,0.6007,0.6239
0.9243,0.9300,0.9243,0.9251,0.9300,0.9243,0.9251
0.7454,0.8489,0.7454,0.7551,0.8489,0.7454,0.7551
0.8112,0.8729,0.8112,0.8159,0.8729,0.8112,0.8159
0.9191,0.9295,0.9191,0.9207,0.9295,0.9191,0.9207
0.8822,0.9212,0.8822,0.8912,0.9212,0.8822,0.8912
0.1447,0.1189,0.1447,0.0678,0.1189,0.1447,0.0678
0.7836,0.9043,0.7836,0.8094,0.9043,0.7836,0.8094
0.9342,0.9390,0.9342,0.9350,0.9390,0.9342,0.9350
0.2007,0.7454,0.2007,0.2223,0.7454,0.2007,0.2223
0.7618,0.8920,0.7618,0.7812,0.8920,0.7618,0.7812
0.9421,0.9438,0.9421,0.9421,0.9438,0.9421,0.9421
0.9382,0.9411,0.9382,0.9385,0.9411,0.9382,0.9385
0.9368,0.9396,0.9368,0.9369,0.9396,0.9368,0.9369
0.6868,0.8858,0.6868,0.7093,0.8858,0.6868,0.7093
0.5974,0.8714,0.5974,0.6424,0.8714,0.5974,0.6424
0.7947,0.8775,0.7947,0.8005,0.8775,0.7947,0.8005
0.9342,0.9418,0.9342,0.9355,0.9418,0.9342,0.9355
0.9336,0.9396,0.9336,0.9340,0.9396,0.9336,0.9340
0.7066,0.9040,0.7066,0.7531,0.9040,0.7066,0.7531
0.6803,0.8587,0.6803,0.6942,0.8587,0.6803,0.6942
0.9428,0.9463,0.9428,0.9432,0.9463,0.9428,0.9432
0.8796,0.9162,0.8796,0.8882,0.9162,0.8796,0.8882
0.9559,0.9574,0.9559,0.9560,0.9574,0.9559,0.9560
0.8178,0.8856,0.8178,0.8273,0.8856,0.8178,0.8273
0.3230,0.5430,0.3230,0.2844,0.5430,0.3230,0.2844
0.9079,0.9206,0.9079,0.9087,0.9206,0.9079,0.9087
0.9112,0.9318,0.9112,0.9153,0.9318,0.9112,0.9153
0.1711,0.8832,0.1711,0.1874,0.8832,0.1711,0.1874
0.9467,0.9501,0.9467,0.9472,0.9501,0.9467,0.9472
0.8375,0.8900,0.8375,0.8441,0.8900,0.8375,0.8441
0.1553,0.4464,0.1553,0.1480,0.4464,0.1553,0.1480
0.9513,0.9528,0.9513,0.9515,0.9528,0.9513,0.9515
0.9197,0.9319,0.9197,0.9225,0.9319,0.9197,0.9225
0.9184,0.9254,0.9184,0.9187,0.9254,0.9184,0.9187
0.5217,0.8559,0.5217,0.5377,0.8559,0.5217,0.5377
0.0592,0.1081,0.0592,0.0173,0.1081,0.0592,0.0173
0.9125,0.9302,0.9125,0.9161,0.9302,0.9125,0.9161
0.8855,0.9115,0.8855,0.8897,0.9115,0.8855,0.8897
0.8822,0.9074,0.8822,0.8861,0.9074,0.8822,0.8861
0.9401,0.9432,0.9401,0.9401,0.9432,0.9401,0.9401
0.8803,0.9039,0.8803,0.8822,0.9039,0.8803,0.8822
0.2539,0.9097,0.2539,0.2988,0.9097,0.2539,0.2988
0.7053,0.8386,0.7053,0.7030,0.8386,0.7053,0.7030
0.8888,0.9101,0.8888,0.8912,0.9101,0.8888,0.8912
0.9408,0.9461,0.9408,0.9416,0.9461,0.9408,0.9416
0.7941,0.8890,0.7941,0.8076,0.8890,0.7941,0.8076
0.9257,0.9361,0.9257,0.9272,0.9361,0.9257,0.9272
0.8750,0.8993,0.8750,0.8753,0.8993,0.8750,0.8753
0.9434,0.9460,0.9434,0.9437,0.9460,0.9434,0.9437
0.8618,0.8940,0.8618,0.8648,0.8940,0.8618,0.8648
0.9520,0.9552,0.9520,0.9523,0.9552,0.9520,0.9523
0.9368,0.9410,0.9368,0.9364,0.9410,0.9368,0.9364
0.5882,0.9054,0.5882,0.6334,0.9054,0.5882,0.6334
0.8724,0.9104,0.8724,0.8802,0.9104,0.8724,0.8802
0.7770,0.8787,0.7770,0.7941,0.8787,0.7770,0.7941
0.9513,0.9534,0.9513,0.9516,0.9534,0.9513,0.9516
0.8000,0.9212,0.8000,0.8329,0.9212,0.8000,0.8329
0.0586,0.0181,0.0586,0.0139,0.0181,0.0586,0.0139
0.9520,0.9545,0.9520,0.9522,0.9545,0.9520,0.9522
0.3230,0.6044,0.3230,0.2961,0.6044,0.3230,0.2961
0.6750,0.8942,0.6750,0.7159,0.8942,0.6750,0.7159
0.0526,0.0028,0.0526,0.0053,0.0028,0.0526,0.0053
0.8928,0.9175,0.8928,0.8968,0.9175,0.8928,0.8968
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0.9355,0.9408,0.9355,0.9362,0.9408,0.9355,0.9362
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0.8138,0.8990,0.8138,0.8313,0.8990,0.8138,0.8313
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0.8855,0.9100,0.8855,0.8881,0.9100,0.8855,0.8881
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