class,accuracy,precision,recall,f1,macro_accuracy,macro_precision,macro_recall,macro_f1,top1_accuracy,top5_accuracy,top10_accuracy
help,0.9230769230769231,1.0,0.9230769230769231,0.96,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
like,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
later,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
bird,1.0,0.9333333333333333,1.0,0.9655172413793104,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
bowling,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
walk,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
same,1.0,0.9473684210526315,1.0,0.972972972972973,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
work,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
can,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
tall,1.0,0.9375,1.0,0.967741935483871,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
language,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
enjoy,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
color,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
cook,0.9230769230769231,1.0,0.9230769230769231,0.96,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
drink,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
purple,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
black,0.9411764705882353,1.0,0.9411764705882353,0.9696969696969697,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
but,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
many,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
fine,0.9166666666666666,1.0,0.9166666666666666,0.9565217391304348,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
secretary,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
deaf,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
year,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
orange,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
candy,0.9230769230769231,1.0,0.9230769230769231,0.96,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
dark,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
bed,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
pizza,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
paint,1.0,0.9285714285714286,1.0,0.9629629629629629,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
book,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
hat,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
cow,0.875,1.0,0.875,0.9333333333333333,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
cheat,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
all,0.9230769230769231,1.0,0.9230769230769231,0.96,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
man,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
give,0.92,1.0,0.92,0.9583333333333334,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
cool,0.8571428571428571,1.0,0.8571428571428571,0.9230769230769231,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
table,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
right,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
forget,1.0,0.9375,1.0,0.967741935483871,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
apple,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
letter,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
hearing,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
go,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
full,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
doctor,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
dog,0.9333333333333333,1.0,0.9333333333333333,0.9655172413793104,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
family,0.9333333333333333,1.0,0.9333333333333333,0.9655172413793104,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
yes,1.0,0.9375,1.0,0.967741935483871,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
hot,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
brown,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
corn,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
how,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
cousin,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
basketball,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
son,0.9230769230769231,1.0,0.9230769230769231,0.96,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
africa,1.0,0.9333333333333333,1.0,0.9655172413793104,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
thursday,0.8333333333333334,1.0,0.8333333333333334,0.9090909090909091,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
pink,1.0,0.9333333333333333,1.0,0.9655172413793104,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
change,1.0,0.9375,1.0,0.967741935483871,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
meet,1.0,0.9375,1.0,0.967741935483871,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
computer,0.9230769230769231,1.0,0.9230769230769231,0.96,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
white,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
play,1.0,0.7894736842105263,1.0,0.8823529411764706,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
chair,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
tell,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
need,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
finish,0.9333333333333333,1.0,0.9333333333333333,0.9655172413793104,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
woman,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
want,1.0,0.8125,1.0,0.896551724137931,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
decide,0.6923076923076923,1.0,0.6923076923076923,0.8181818181818182,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
kiss,1.0,0.8666666666666667,1.0,0.9285714285714286,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
paper,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
jacket,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
eat,1.0,0.9285714285714286,1.0,0.9629629629629629,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
last,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
time,0.9166666666666666,1.0,0.9166666666666666,0.9565217391304348,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
fish,0.8571428571428571,0.9230769230769231,0.8571428571428571,0.8888888888888888,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
graduate,1.0,0.9285714285714286,1.0,0.9629629629629629,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
birthday,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
thin,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
what,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
city,1.0,0.8823529411764706,1.0,0.9375,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
no,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
short,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
clothes,0.9230769230769231,1.0,0.9230769230769231,0.96,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
pull,1.0,0.9375,1.0,0.967741935483871,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
dance,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
shirt,1.0,0.9285714285714286,1.0,0.9629629629629629,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
medicine,1.0,0.9333333333333333,1.0,0.9655172413793104,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
mother,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
before,0.9285714285714286,1.0,0.9285714285714286,0.9629629629629629,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
now,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
wrong,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
accident,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
who,1.0,1.0,1.0,1.0,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
blue,0.7857142857142857,1.0,0.7857142857142857,0.88,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
study,1.0,0.8333333333333334,1.0,0.9090909090909091,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
school,1.0,0.8823529411764706,1.0,0.9375,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0
thanksgiving,0.9333333333333333,1.0,0.9333333333333333,0.9655172413793104,0.9771859405300581,0.9800974395831206,0.9771859405300581,0.9772358998856528,0.9778085991678225,0.9993065187239945,1.0