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precision recall f1-score support
0 0.38 0.93 0.54 336
1 1.00 0.04 0.08 346
2 0.85 0.80 0.82 344
3 0.65 0.90 0.76 288
4 0.83 0.09 0.16 344
5 0.52 0.61 0.56 342
accuracy 0.55 2000
macro avg 0.71 0.56 0.49 2000
weighted avg 0.71 0.55 0.48 2000[[312 0 8 12 4 0]
[208 14 24 30 0 70]
[ 56 0 276 10 0 2]
[ 22 0 2 258 0 6]
[174 0 10 16 30 114]
[ 58 0 6 68 2 208]] precision recall f1-score support
0 0.32 0.97 0.48 160
1 1.00 0.28 0.43 160
2 1.00 0.68 0.81 160
3 0.96 0.52 0.68 400
4 0.90 0.88 0.89 160
5 0.55 0.65 0.60 160
accuracy 0.63 1200
macro avg 0.79 0.66 0.65 1200
weighted avg 0.82 0.63 0.65 1200[[156 0 0 4 0 0]
[116 44 0 0 0 0]
[ 48 0 108 4 0 0]
[108 0 0 208 0 84]
[ 20 0 0 0 140 0]
[ 40 0 0 0 16 104]] precision recall f1-score support
0 0.53 0.53 0.53 370
2 1.00 0.16 0.27 167
3 0.37 0.70 0.48 269
5 0.75 0.37 0.49 194
accuracy 0.48 1000
macro avg 0.66 0.44 0.44 1000
weighted avg 0.61 0.48 0.46 1000[[195 0 166 9]
[ 56 26 82 3]
[ 70 0 187 12]
[ 50 0 73 71]]