ml-accuracy: Anth: 0.9849090102086108 Bio: 0.9409675987572126 Geo: 0.7749667110519307 Sil: 0.9298712827341322 all: 0.6968486462494452 ml-f1-micro: Anth: 0.9621380846325167 Bio: 0.9547465124191903 Geo: 0.7757629367536488 Sil: 0.7531249999999999 all: 0.8765212229148116 ml-f1-macro: Anth: 0.9621380846325167 Bio: 0.9547465124191903 Geo: 0.7757629367536488 Sil: 0.7531249999999999 all: 0.8614431334513389 ml-f1-weighted: Anth: 0.9621380846325167 Bio: 0.9547465124191903 Geo: 0.7757629367536488 Sil: 0.7531249999999999 all: 0.8706722471821455 loss: all: 0.29107842086420826