,precision,recall,f1-score,support 0,0.2857142857142857,0.2,0.23529411764705882,10.0 1,0.1111111111111111,0.18181818181818182,0.13793103448275862,11.0 10,0.0625,0.1,0.07692307692307693,10.0 2,0.125,0.1,0.1111111111111111,10.0 3,0.125,0.1,0.1111111111111111,10.0 4,0.0,0.0,0.0,10.0 5,0.15384615384615385,0.2,0.17391304347826086,10.0 6,0.21052631578947367,0.4,0.27586206896551724,10.0 7,0.2857142857142857,0.2,0.23529411764705882,10.0 8,0.0,0.0,0.0,11.0 9,0.36363636363636365,0.36363636363636365,0.36363636363636365,11.0 Accident,0.6153846153846154,0.8,0.6956521739130435,10.0 Aeroplane,1.0,0.8181818181818182,0.9,11.0 Allah,0.6666666666666666,0.5454545454545454,0.6,11.0 Angry,0.2857142857142857,0.18181818181818182,0.2222222222222222,11.0 Awake,0.5555555555555556,1.0,0.7142857142857143,10.0 Bag,0.5714285714285714,0.36363636363636365,0.4444444444444444,11.0 Beard,0.4,0.2,0.26666666666666666,10.0 Bird,0.9230769230769231,0.9230769230769231,0.9230769230769231,13.0 Boat,0.8,0.8,0.8,10.0 Book,0.5,0.6,0.5454545454545454,10.0 Bus,0.7333333333333333,0.9166666666666666,0.8148148148148148,12.0 Car,0.8,0.8,0.8,10.0 Cat,0.6428571428571429,0.75,0.6923076923076923,12.0 Chair,0.6,0.9,0.72,10.0 Cold,0.2,0.09090909090909091,0.125,11.0 Computer,0.4666666666666667,0.7,0.56,10.0 Cow,0.8,0.7272727272727273,0.7619047619047619,11.0 Cycle,0.7142857142857143,0.5,0.5882352941176471,10.0 Deer,0.75,0.75,0.75,12.0 Doctor,0.8181818181818182,0.9,0.8571428571428571,10.0 Dog,0.0,0.0,0.0,11.0 Door,0.7,0.6363636363636364,0.6666666666666666,11.0 Drink,0.4444444444444444,0.36363636363636365,0.4,11.0 Driver,0.8,0.7272727272727273,0.7619047619047619,11.0 Dupatta,0.7272727272727273,0.8,0.7619047619047619,10.0 Eat,0.25,0.2727272727272727,0.2608695652173913,11.0 Eid,0.6666666666666666,0.7272727272727273,0.6956521739130435,11.0 Fan,0.6666666666666666,0.36363636363636365,0.47058823529411764,11.0 Father,0.0,0.0,0.0,11.0 Fear,0.6923076923076923,0.9,0.782608695652174,10.0 Fight,0.2727272727272727,0.3,0.2857142857142857,10.0 Fire,0.7692307692307693,1.0,0.8695652173913043,10.0 Fish,0.75,0.5454545454545454,0.631578947368421,11.0 Flood,1.0,1.0,1.0,12.0 Flower,0.16666666666666666,0.18181818181818182,0.17391304347826086,11.0 Friday,0.4,0.3333333333333333,0.36363636363636365,12.0 Glasses,0.5882352941176471,0.9090909090909091,0.7142857142857143,11.0 Goat,0.5,0.6363636363636364,0.56,11.0 Good Morning,0.6666666666666666,0.18181818181818182,0.2857142857142857,11.0 Good Night,0.2222222222222222,0.5454545454545454,0.3157894736842105,11.0 Goodbye,0.5,0.6,0.5454545454545454,10.0 Half Shirt,0.8181818181818182,0.9,0.8571428571428571,10.0 Happy,0.6153846153846154,0.7272727272727273,0.6666666666666666,11.0 Help,0.3,0.2727272727272727,0.2857142857142857,11.0 Hen,0.42857142857142855,0.3,0.35294117647058826,10.0 Horse,0.23076923076923078,0.25,0.24,12.0 Hospital,0.7272727272727273,0.7272727272727273,0.7272727272727273,11.0 How Are You,0.42857142857142855,0.5454545454545454,0.48,11.0 I am Fine,0.4,0.7272727272727273,0.5161290322580645,11.0 Jump,0.875,0.6363636363636364,0.7368421052631579,11.0 Key,0.3333333333333333,0.18181818181818182,0.23529411764705882,11.0 Laptop,0.6153846153846154,0.8888888888888888,0.7272727272727273,9.0 Lion,0.875,0.7,0.7777777777777778,10.0 Listen,0.6153846153846154,0.7272727272727273,0.6666666666666666,11.0 Lonly,0.5555555555555556,0.5555555555555556,0.5555555555555556,9.0 Market,0.5,0.45454545454545453,0.47619047619047616,11.0 Masjid,0.6363636363636364,0.7,0.6666666666666666,10.0 Meat,0.0,0.0,0.0,10.0 Misbehave,0.7142857142857143,0.9090909090909091,0.8,11.0 Monday,0.4,0.6,0.48,10.0 Monkey,0.5833333333333334,0.6363636363636364,0.6086956521739131,11.0 Mother,0.45454545454545453,0.4166666666666667,0.43478260869565216,12.0 Motrocycle,0.2857142857142857,0.18181818181818182,0.2222222222222222,11.0 Mountains,0.75,0.5454545454545454,0.631578947368421,11.0 No,0.0,0.0,0.0,11.0 Pagri,0.75,0.8181818181818182,0.782608695652174,11.0 Pen,0.5,0.5454545454545454,0.5217391304347826,11.0 Play,0.5454545454545454,0.6,0.5714285714285714,10.0 Please,0.5384615384615384,0.5833333333333334,0.56,12.0 Police,0.6666666666666666,0.9090909090909091,0.7692307692307693,11.0 Prayer Cap,0.75,0.9,0.8181818181818182,10.0 Prophet Muhammad,0.4444444444444444,0.4,0.42105263157894735,10.0 Quran,0.7857142857142857,1.0,0.88,11.0 RIckshaw,0.75,0.5454545454545454,0.631578947368421,11.0 Rain,0.8181818181818182,0.8181818181818182,0.8181818181818182,11.0 Ramzan(fast),0.5,0.45454545454545453,0.47619047619047616,11.0 Read,0.5,0.6666666666666666,0.5714285714285714,12.0 Robbery,0.7777777777777778,0.7,0.7368421052631579,10.0 Run,0.4444444444444444,0.36363636363636365,0.4,11.0 Sad,0.5454545454545454,0.6,0.5714285714285714,10.0 Salah,1.0,0.8888888888888888,0.9411764705882353,9.0 Salam,0.25,0.4444444444444444,0.32,9.0 Saturday,0.4,0.4,0.4,10.0 Scarf,0.45454545454545453,0.5,0.47619047619047616,10.0 School,0.6666666666666666,0.6,0.631578947368421,10.0 Shalwar Kameez,1.0,0.8,0.8888888888888888,10.0 Sheep,0.8461538461538461,1.0,0.9166666666666666,11.0 Sit,0.4166666666666667,0.5,0.45454545454545453,10.0 Sleep,0.46153846153846156,0.6,0.5217391304347826,10.0 Sorry,0.5384615384615384,0.6363636363636364,0.5833333333333334,11.0 Stand,0.42857142857142855,0.5454545454545454,0.48,11.0 Student,0.75,0.8571428571428571,0.8,7.0 Sunday,0.3333333333333333,0.18181818181818182,0.23529411764705882,11.0 Sunny,0.7272727272727273,0.7272727272727273,0.7272727272727273,11.0 Table,0.8888888888888888,0.8,0.8421052631578947,10.0 Talk,0.25,0.18181818181818182,0.21052631578947367,11.0 Teacher,0.6,0.6,0.6,10.0 Thank you,0.7142857142857143,0.45454545454545453,0.5555555555555556,11.0 Theft,0.8888888888888888,0.7272727272727273,0.8,11.0 Thursday,0.2222222222222222,0.36363636363636365,0.27586206896551724,11.0 Tired,0.7142857142857143,0.5,0.5882352941176471,10.0 Train,0.42857142857142855,0.2727272727272727,0.3333333333333333,11.0 Tree,0.8181818181818182,0.9,0.8571428571428571,10.0 Tuesday,0.42857142857142855,0.5454545454545454,0.48,11.0 Tv,1.0,0.8181818181818182,0.9,11.0 WIndow,0.875,0.6363636363636364,0.7368421052631579,11.0 Walk,0.42857142857142855,0.3,0.35294117647058826,10.0 Wazo,0.8,0.8,0.8,10.0 Weapon,0.5,0.25,0.3333333333333333,12.0 Wednesday,0.3333333333333333,0.3,0.3157894736842105,10.0 Welcome,0.9166666666666666,0.9166666666666666,0.9166666666666666,12.0 What,0.5555555555555556,0.5,0.5263157894736842,10.0 When,0.8333333333333334,0.45454545454545453,0.5882352941176471,11.0 Where,0.5555555555555556,0.5,0.5263157894736842,10.0 Write,0.3333333333333333,0.18181818181818182,0.23529411764705882,11.0 Yes,0.38461538461538464,0.45454545454545453,0.4166666666666667,11.0 sky,1.0,1.0,1.0,12.0 accuracy,0.544452608376194,0.544452608376194,0.544452608376194,0.544452608376194 macro avg,0.5433721060568366,0.5450317044067043,0.5335256451704886,1361.0 weighted avg,0.5444113744204394,0.544452608376194,0.5337191614024862,1361.0