TRAIN: cc TEST: twitter CROSS_TEST: True eng twitter cxg2 precision recall f1-score support au 0.89 0.00 0.00 5000 ca 0.48 0.14 0.22 5000 ch 0.92 0.04 0.07 3154 ie 0.94 0.21 0.35 5000 in 0.65 0.94 0.77 5000 my 0.45 0.93 0.61 3255 ng 0.43 0.84 0.57 5000 nz 0.27 0.53 0.36 5000 ph 0.73 0.61 0.66 3537 pk 0.96 0.41 0.58 5000 pt 0.02 0.00 0.00 4262 uk 0.89 0.01 0.03 5000 us 0.20 0.87 0.32 5000 za 0.88 0.06 0.10 5000 avg / total 0.62 0.40 0.33 64208 [[ 8 136 1 7 35 367 137 1536 68 1 16 0 2687 1] [ 0 711 1 2 50 287 104 795 78 2 23 3 2943 1] [ 1 163 119 21 65 472 241 588 242 16 163 1 1039 23] [ 0 118 1 1070 18 363 52 1367 73 0 47 3 1885 3] [ 0 4 0 0 4716 58 55 33 10 68 1 0 55 0] [ 0 2 0 0 25 3036 22 10 10 1 0 0 148 1] [ 0 6 1 1 29 174 4203 40 29 0 2 0 513 2] [ 0 69 3 4 33 255 47 2657 27 0 12 1 1892 0] [ 0 8 0 1 29 348 115 31 2154 2 29 0 819 1] [ 0 5 3 1 2076 255 238 21 13 2058 3 0 327 0] [ 0 12 0 2 26 117 3432 70 53 2 8 0 539 1] [ 0 140 0 28 23 381 156 2254 54 2 41 72 1843 6] [ 0 60 0 0 16 140 92 249 54 0 17 0 4372 0] [ 0 34 0 4 63 458 815 313 96 2 15 1 2924 275]]