Class                Precision  Recall     F1-score   Support

Nothing              0.97       0.90       0.93       27387
B-SK                 0.67       0.73       0.69       255
I-SK                 0.63       0.49       0.52       161
B-LG                 0.94       0.86       0.90       122
I-LG                 0.00       0.00       0.00       3
B-NM                 0.86       0.79       0.81       157
B-AD                 0.81       0.70       0.74       219
B-PH                 0.81       0.77       0.78       137
B-MA                 0.98       0.99       0.98       156
B-CP                 0.42       0.55       0.46       200
I-CP                 0.41       0.71       0.49       591
B-WP                 0.77       0.80       0.77       202
I-WP                 0.78       0.92       0.84       647
B-PO                 0.45       0.56       0.49       203
I-PO                 0.35       0.63       0.44       502
B-IN                 0.56       0.53       0.54       95
I-IN                 0.54       0.78       0.61       368
B-FI                 0.58       0.59       0.54       75
I-FI                 0.48       0.73       0.55       370
B-EP                 0.77       0.74       0.74       92
I-EP                 0.68       0.86       0.75       219
micro avg            0.88       0.88       0.88       32161
macro avg            0.64       0.70       0.65       32161
weighted avg         0.92       0.88       0.89       32161
samples avg          0.88       0.88       0.88       32161