3000 epochs; crossvalidation; masking education and work experience; testing without masking

Class                Precision  Recall     F1-score   Support

Nothing              0.96       0.93       0.94       27387
B-SK                 0.60       0.74       0.66       255
I-SK                 0.50       0.44       0.45       161
B-LG                 0.86       0.89       0.88       122
I-LG                 0.00       0.00       0.00       3
B-NM                 0.90       0.70       0.77       157
B-AD                 0.84       0.59       0.68       219
B-PH                 0.81       0.64       0.67       137
B-MA                 0.97       0.99       0.98       156
B-CP                 0.43       0.60       0.50       200
I-CP                 0.49       0.60       0.54       591
B-WP                 0.78       0.88       0.83       202
I-WP                 0.76       0.93       0.84       647
B-PO                 0.42       0.54       0.47       203
I-PO                 0.37       0.59       0.45       502
B-IN                 0.54       0.55       0.54       95
I-IN                 0.62       0.68       0.65       368
B-FI                 0.40       0.64       0.49       75
I-FI                 0.50       0.74       0.59       370
B-EP                 0.79       0.75       0.77       92
I-EP                 0.74       0.69       0.71       219
micro avg            0.89       0.89       0.89       32161
macro avg            0.63       0.67       0.64       32161
weighted avg         0.91       0.89       0.90       32161
samples avg          0.89       0.89       0.89       32161