,precision,recall,f1-score,support
0,0.625,0.5555555555555556,0.5882352941176471,18.0
1,0.7333333333333333,0.6111111111111112,0.6666666666666666,18.0
10,0.5555555555555556,0.5555555555555556,0.5555555555555556,18.0
2,0.47368421052631576,0.5,0.4864864864864865,18.0
3,0.47368421052631576,0.5,0.4864864864864865,18.0
4,0.3333333333333333,0.1,0.15384615384615385,10.0
5,0.7083333333333334,1.0,0.8292682926829268,17.0
6,0.75,0.3,0.42857142857142855,10.0
7,0.8235294117647058,0.7777777777777778,0.8,18.0
8,0.5789473684210527,0.6111111111111112,0.5945945945945946,18.0
9,0.3333333333333333,0.36363636363636365,0.34782608695652173,11.0
Accident,0.9,0.9,0.9,10.0
Aeroplane,0.8181818181818182,0.9,0.8571428571428571,10.0
Allah,0.6875,0.6111111111111112,0.6470588235294118,18.0
Angry,0.8125,0.7222222222222222,0.7647058823529411,18.0
Awake,0.8947368421052632,1.0,0.9444444444444444,17.0
Bag,0.8823529411764706,0.8823529411764706,0.8823529411764706,17.0
Beard,0.7692307692307693,0.5882352941176471,0.6666666666666666,17.0
Bird,0.9473684210526315,0.8571428571428571,0.9,21.0
Boat,0.8823529411764706,0.8823529411764706,0.8823529411764706,17.0
Book,0.8947368421052632,1.0,0.9444444444444444,17.0
Bus,0.95,0.95,0.95,20.0
Car,0.9444444444444444,0.9444444444444444,0.9444444444444444,18.0
Cat,0.8888888888888888,0.6666666666666666,0.7619047619047619,12.0
Chair,0.6,0.3,0.4,10.0
Cold,0.6818181818181818,0.8333333333333334,0.75,18.0
Computer,0.8947368421052632,1.0,0.9444444444444444,17.0
Cow,0.95,1.0,0.9743589743589743,19.0
Cycle,0.6,0.6,0.6,10.0
Deer,0.9090909090909091,0.9090909090909091,0.9090909090909091,11.0
Doctor,0.9411764705882353,0.9411764705882353,0.9411764705882353,17.0
Dog,0.5263157894736842,0.5555555555555556,0.5405405405405406,18.0
Door,0.85,0.8947368421052632,0.8717948717948718,19.0
Drink,0.6363636363636364,0.7777777777777778,0.7,18.0
Driver,0.8947368421052632,0.9444444444444444,0.918918918918919,18.0
Dupatta,1.0,0.8235294117647058,0.9032258064516129,17.0
Eat,0.53125,0.9444444444444444,0.68,18.0
Eid,0.7,0.6363636363636364,0.6666666666666666,11.0
Fan,0.6923076923076923,0.5,0.5806451612903226,18.0
Father,0.75,0.47368421052631576,0.5806451612903226,19.0
Fear,0.8,0.7058823529411765,0.75,17.0
Fight,0.8666666666666667,0.7647058823529411,0.8125,17.0
Fire,0.7619047619047619,0.9411764705882353,0.8421052631578947,17.0
Fish,0.6666666666666666,0.631578947368421,0.6486486486486487,19.0
Flood,0.8636363636363636,0.95,0.9047619047619048,20.0
Flower,0.8125,0.6842105263157895,0.7428571428571429,19.0
Friday,0.7777777777777778,0.6363636363636364,0.7,11.0
Glasses,0.9473684210526315,1.0,0.972972972972973,18.0
Goat,1.0,0.9473684210526315,0.972972972972973,19.0
Good Morning,0.8421052631578947,0.8421052631578947,0.8421052631578947,19.0
Good Night,0.9333333333333333,0.7777777777777778,0.8484848484848485,18.0
Goodbye,0.7894736842105263,0.8333333333333334,0.8108108108108109,18.0
Half Shirt,0.9411764705882353,0.8888888888888888,0.9142857142857143,18.0
Happy,1.0,0.36363636363636365,0.5333333333333333,11.0
Help,0.5333333333333333,0.7272727272727273,0.6153846153846154,11.0
Hen,0.6363636363636364,0.7777777777777778,0.7,18.0
Horse,0.7777777777777778,0.7,0.7368421052631579,20.0
Hospital,0.9444444444444444,1.0,0.9714285714285714,17.0
How Are You,0.75,0.8181818181818182,0.782608695652174,11.0
I am Fine,0.7142857142857143,0.5,0.5882352941176471,10.0
Jump,0.8571428571428571,0.6666666666666666,0.75,18.0
Key,0.7,0.7777777777777778,0.7368421052631579,18.0
Laptop,0.9375,0.9375,0.9375,16.0
Lion,0.9375,0.8823529411764706,0.9090909090909091,17.0
Listen,0.9444444444444444,0.8947368421052632,0.918918918918919,19.0
Lonly,0.8666666666666667,0.8666666666666667,0.8666666666666667,15.0
Market,0.782608695652174,1.0,0.8780487804878049,18.0
Masjid,0.8571428571428571,1.0,0.9230769230769231,18.0
Meat,0.5217391304347826,0.7058823529411765,0.6,17.0
Misbehave,0.95,1.0,0.9743589743589743,19.0
Monday,0.4,0.6,0.48,10.0
Monkey,0.8888888888888888,0.7272727272727273,0.8,11.0
Mother,0.8947368421052632,0.8947368421052632,0.8947368421052632,19.0
Motrocycle,0.8,0.8888888888888888,0.8421052631578947,18.0
Mountains,0.85,0.8947368421052632,0.8717948717948718,19.0
No,0.5789473684210527,0.6111111111111112,0.5945945945945946,18.0
Pagri,0.9047619047619048,1.0,0.95,19.0
Pen,0.8421052631578947,0.8888888888888888,0.8648648648648649,18.0
Play,0.9285714285714286,0.7222222222222222,0.8125,18.0
Please,0.8823529411764706,0.75,0.8108108108108109,20.0
Police,0.9411764705882353,0.8888888888888888,0.9142857142857143,18.0
Prayer Cap,1.0,0.9444444444444444,0.9714285714285714,18.0
Prophet Muhammad,0.7,0.8235294117647058,0.7567567567567568,17.0
Quran,0.9411764705882353,0.8888888888888888,0.9142857142857143,18.0
RIckshaw,0.9473684210526315,0.9473684210526315,0.9473684210526315,19.0
Rain,0.9473684210526315,1.0,0.972972972972973,18.0
Ramzan(fast),0.7,0.7777777777777778,0.7368421052631579,18.0
Read,0.8571428571428571,0.9,0.8780487804878049,20.0
Robbery,1.0,0.9444444444444444,0.9714285714285714,18.0
Run,0.8235294117647058,0.7777777777777778,0.8,18.0
Sad,0.8181818181818182,1.0,0.9,18.0
Salah,1.0,0.9411764705882353,0.9696969696969697,17.0
Salam,0.7368421052631579,0.8235294117647058,0.7777777777777778,17.0
Saturday,0.9230769230769231,0.7058823529411765,0.8,17.0
Scarf,0.9,1.0,0.9473684210526315,18.0
School,1.0,0.8,0.8888888888888888,10.0
Shalwar Kameez,0.9411764705882353,0.8888888888888888,0.9142857142857143,18.0
Sheep,0.7916666666666666,1.0,0.8837209302325582,19.0
Sit,0.65,0.7647058823529411,0.7027027027027027,17.0
Sleep,0.875,0.7,0.7777777777777778,10.0
Sorry,0.7857142857142857,0.9166666666666666,0.8461538461538461,12.0
Stand,0.75,0.7894736842105263,0.7692307692307693,19.0
Student,1.0,1.0,1.0,7.0
Sunday,0.8888888888888888,0.8421052631578947,0.8648648648648649,19.0
Sunny,0.9,0.9473684210526315,0.9230769230769231,19.0
Table,0.8888888888888888,0.8,0.8421052631578947,10.0
Talk,0.7619047619047619,0.8421052631578947,0.8,19.0
Teacher,0.6666666666666666,0.5882352941176471,0.625,17.0
Thank you,0.9444444444444444,0.9444444444444444,0.9444444444444444,18.0
Theft,0.6666666666666666,0.7272727272727273,0.6956521739130435,11.0
Thursday,0.6666666666666666,0.9473684210526315,0.782608695652174,19.0
Tired,0.875,0.7,0.7777777777777778,10.0
Train,0.2,0.09090909090909091,0.125,11.0
Tree,0.9444444444444444,0.9444444444444444,0.9444444444444444,18.0
Tuesday,0.85,0.9444444444444444,0.8947368421052632,18.0
Tv,0.95,1.0,0.9743589743589743,19.0
WIndow,0.9375,0.8333333333333334,0.8823529411764706,18.0
Walk,0.8421052631578947,0.9411764705882353,0.8888888888888888,17.0
Wazo,1.0,0.9,0.9473684210526315,10.0
Weapon,0.5,0.5,0.5,12.0
Wednesday,0.8333333333333334,0.5,0.625,10.0
Welcome,0.9090909090909091,0.8333333333333334,0.8695652173913043,12.0
What,0.6842105263157895,0.7647058823529411,0.7222222222222222,17.0
When,0.9333333333333333,0.7368421052631579,0.8235294117647058,19.0
Where,0.7058823529411765,0.7058823529411765,0.7058823529411765,17.0
Write,0.8461538461538461,0.6111111111111112,0.7096774193548387,18.0
Yes,0.7142857142857143,0.8333333333333334,0.7692307692307693,18.0
sky,1.0,1.0,1.0,20.0
accuracy,0.8032473734479465,0.8032473734479465,0.8032473734479465,0.8032473734479465
macro avg,0.801887773398222,0.7876169773007888,0.7869501665214493,2094.0
weighted avg,0.808717630142836,0.8032473734479465,0.7993936210198063,2094.0