Evaluation:
	f1 (micro): 82.77
                  precision    recall  f1-score   support

        <doping>     0.6032    0.5623    0.5820       265
   <fabrication>     0.3333    0.1136    0.1695        44
       <formula>     0.8235    0.8392    0.8313      2569
          <name>     0.7606    0.7966    0.7782       949
         <shape>     0.9083    0.9536    0.9304       841
     <substrate>     0.5325    0.2770    0.3644       148
         <value>     0.8631    0.8985    0.8804       463
      <variable>     0.9499    0.9732    0.9614       448

all (micro avg.)     0.8244    0.8313    0.8279      5727