,precision,recall,f1-score,support 0,0.7692307692307693,0.8333333333333334,0.8,12.0 1,0.5,0.4,0.4444444444444444,10.0 10,0.75,0.6,0.6666666666666666,10.0 2,0.6363636363636364,0.7,0.6666666666666666,10.0 3,0.5714285714285714,0.8,0.6666666666666666,10.0 4,1.0,0.3,0.46153846153846156,10.0 5,0.7692307692307693,0.9090909090909091,0.8333333333333334,11.0 6,0.8181818181818182,0.8181818181818182,0.8181818181818182,11.0 7,0.75,0.5454545454545454,0.631578947368421,11.0 8,0.5,0.5,0.5,10.0 9,0.8,0.6666666666666666,0.7272727272727273,12.0 Accident,0.875,0.7,0.7777777777777778,10.0 Aeroplane,1.0,0.7,0.8235294117647058,10.0 Allah,0.6923076923076923,0.9,0.782608695652174,10.0 Angry,0.7142857142857143,0.7692307692307693,0.7407407407407407,13.0 Awake,1.0,1.0,1.0,11.0 Bag,0.6923076923076923,0.9,0.782608695652174,10.0 Beard,0.5714285714285714,0.8,0.6666666666666666,10.0 Bird,1.0,0.9090909090909091,0.9523809523809523,11.0 Boat,1.0,1.0,1.0,10.0 Book,1.0,0.9,0.9473684210526315,10.0 Bus,0.6470588235294118,1.0,0.7857142857142857,11.0 Car,1.0,0.6363636363636364,0.7777777777777778,11.0 Cat,0.9230769230769231,1.0,0.96,12.0 Chair,0.7142857142857143,0.5,0.5882352941176471,10.0 Cold,1.0,0.8,0.8888888888888888,10.0 Computer,1.0,0.8,0.8888888888888888,10.0 Cow,1.0,1.0,1.0,12.0 Cycle,0.7272727272727273,0.8,0.7619047619047619,10.0 Deer,0.8571428571428571,1.0,0.9230769230769231,12.0 Doctor,1.0,1.0,1.0,10.0 Dog,1.0,0.9,0.9473684210526315,10.0 Door,1.0,0.9,0.9473684210526315,10.0 Drink,0.8,0.4,0.5333333333333333,10.0 Driver,1.0,1.0,1.0,11.0 Dupatta,0.9,0.9,0.9,10.0 Eat,0.5384615384615384,0.7,0.6086956521739131,10.0 Eid,0.9090909090909091,0.9090909090909091,0.9090909090909091,11.0 Fan,0.6153846153846154,0.7272727272727273,0.6666666666666666,11.0 Father,0.45454545454545453,0.45454545454545453,0.45454545454545453,11.0 Fear,0.6923076923076923,0.9,0.782608695652174,10.0 Fight,0.75,0.9,0.8181818181818182,10.0 Fire,0.8888888888888888,0.6666666666666666,0.7619047619047619,12.0 Fish,1.0,0.9,0.9473684210526315,10.0 Flood,1.0,1.0,1.0,11.0 Flower,0.7692307692307693,0.9090909090909091,0.8333333333333334,11.0 Friday,0.9166666666666666,0.7857142857142857,0.8461538461538461,14.0 Glasses,0.9090909090909091,0.9090909090909091,0.9090909090909091,11.0 Goat,0.9230769230769231,0.9230769230769231,0.9230769230769231,13.0 Good Morning,0.6,0.6,0.6,10.0 Good Night,0.75,0.75,0.75,12.0 Goodbye,0.8333333333333334,0.9090909090909091,0.8695652173913043,11.0 Half Shirt,1.0,1.0,1.0,11.0 Happy,0.7777777777777778,0.6363636363636364,0.7,11.0 Help,0.9,0.8181818181818182,0.8571428571428571,11.0 Hen,0.8181818181818182,0.9,0.8571428571428571,10.0 Horse,1.0,0.6,0.75,10.0 Hospital,1.0,0.9,0.9473684210526315,10.0 How Are You,0.6923076923076923,0.8181818181818182,0.75,11.0 I am Fine,0.75,0.8181818181818182,0.782608695652174,11.0 Jump,0.9230769230769231,1.0,0.96,12.0 Key,0.7777777777777778,0.6363636363636364,0.7,11.0 Laptop,1.0,1.0,1.0,9.0 Lion,1.0,0.7777777777777778,0.875,9.0 Listen,0.9166666666666666,1.0,0.9565217391304348,11.0 Lonly,0.9166666666666666,0.9166666666666666,0.9166666666666666,12.0 Market,1.0,0.8333333333333334,0.9090909090909091,12.0 Masjid,0.9090909090909091,1.0,0.9523809523809523,10.0 Meat,0.5454545454545454,0.5454545454545454,0.5454545454545454,11.0 Misbehave,1.0,0.6666666666666666,0.8,12.0 Monday,1.0,0.4,0.5714285714285714,10.0 Monkey,1.0,1.0,1.0,12.0 Mother,0.6666666666666666,0.6666666666666666,0.6666666666666666,12.0 Motrocycle,1.0,0.7,0.8235294117647058,10.0 Mountains,0.7333333333333333,1.0,0.8461538461538461,11.0 No,0.7,0.6363636363636364,0.6666666666666666,11.0 Pagri,1.0,1.0,1.0,11.0 Pen,0.9090909090909091,0.8333333333333334,0.8695652173913043,12.0 Play,0.9166666666666666,0.9166666666666666,0.9166666666666666,12.0 Please,0.7142857142857143,0.8333333333333334,0.7692307692307693,12.0 Police,1.0,0.9090909090909091,0.9523809523809523,11.0 Prayer Cap,1.0,1.0,1.0,11.0 Prophet Muhammad,0.7692307692307693,1.0,0.8695652173913043,10.0 Quran,0.8461538461538461,1.0,0.9166666666666666,11.0 RIckshaw,0.9333333333333333,1.0,0.9655172413793104,14.0 Rain,1.0,1.0,1.0,11.0 Ramzan(fast),0.45454545454545453,0.5,0.47619047619047616,10.0 Read,0.9090909090909091,0.8333333333333334,0.8695652173913043,12.0 Robbery,1.0,0.9,0.9473684210526315,10.0 Run,0.5,0.8,0.6153846153846154,10.0 Sad,0.8888888888888888,0.8,0.8421052631578947,10.0 Salah,1.0,0.9,0.9473684210526315,10.0 Salam,0.6363636363636364,0.7,0.6666666666666666,10.0 Saturday,0.7857142857142857,0.9166666666666666,0.8461538461538461,12.0 Scarf,0.9,0.8181818181818182,0.8571428571428571,11.0 School,1.0,1.0,1.0,10.0 Shalwar Kameez,0.8888888888888888,0.8,0.8421052631578947,10.0 Sheep,0.8666666666666667,1.0,0.9285714285714286,13.0 Sit,0.75,0.9,0.8181818181818182,10.0 Sleep,0.8333333333333334,1.0,0.9090909090909091,10.0 Sorry,0.9090909090909091,1.0,0.9523809523809523,10.0 Stand,0.9,0.75,0.8181818181818182,12.0 Student,1.0,1.0,1.0,9.0 Sunday,0.7777777777777778,0.6363636363636364,0.7,11.0 Sunny,1.0,1.0,1.0,11.0 Table,1.0,1.0,1.0,11.0 Talk,0.6666666666666666,1.0,0.8,10.0 Teacher,0.7272727272727273,0.8,0.7619047619047619,10.0 Thank you,0.7692307692307693,1.0,0.8695652173913043,10.0 Theft,0.8333333333333334,0.9090909090909091,0.8695652173913043,11.0 Thursday,0.7692307692307693,0.9090909090909091,0.8333333333333334,11.0 Tired,0.75,0.9,0.8181818181818182,10.0 Train,0.6428571428571429,0.8181818181818182,0.72,11.0 Tree,1.0,0.9166666666666666,0.9565217391304348,12.0 Tuesday,0.8,0.7272727272727273,0.7619047619047619,11.0 Tv,0.9090909090909091,0.9090909090909091,0.9090909090909091,11.0 WIndow,0.9090909090909091,1.0,0.9523809523809523,10.0 Walk,0.8888888888888888,0.8,0.8421052631578947,10.0 Wazo,0.9090909090909091,1.0,0.9523809523809523,10.0 Weapon,0.5714285714285714,0.36363636363636365,0.4444444444444444,11.0 Wednesday,1.0,1.0,1.0,10.0 Welcome,1.0,1.0,1.0,10.0 What,0.9,0.8181818181818182,0.8571428571428571,11.0 When,0.9090909090909091,0.9090909090909091,0.9090909090909091,11.0 Where,0.7272727272727273,0.7272727272727273,0.7272727272727273,11.0 Write,0.7272727272727273,0.7272727272727273,0.7272727272727273,11.0 Yes,0.6666666666666666,0.5,0.5714285714285714,12.0 sky,0.9230769230769231,1.0,0.96,12.0 accuracy,0.829232995658466,0.829232995658466,0.829232995658466,0.829232995658466 macro avg,0.8409715960612101,0.8279927537740037,0.8253619638446039,1382.0 weighted avg,0.8418063591299311,0.829232995658466,0.8267346357938566,1382.0