ml-accuracy: Anth: 0.9138576779026217 Bio: 0.9086142322097378 Geo: 0.8827715355805243 Sil: 0.954307116104869 all: 0.750561797752809 ml-f1-micro: Anth: 0.892623716153128 Bio: 0.9020866773675762 Geo: 0.8756456098529996 Sil: 0.7095238095238096 all: 0.8799366001849162 ml-f1-macro: Anth: 0.892623716153128 Bio: 0.9020866773675762 Geo: 0.8756456098529996 Sil: 0.7095238095238096 all: 0.8449699532243784 ml-f1-weighted: Anth: 0.892623716153128 Bio: 0.9020866773675762 Geo: 0.8756456098529996 Sil: 0.7095238095238096 all: 0.8782026655560994 dev_loss: all: 0.2271156133376655 iteration: 9