BiLSTM / bilstm_classification_report.csv
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,precision,recall,f1-score,support
0,0.14285714285714285,0.1,0.11764705882352941,10.0
1,0.0,0.0,0.0,11.0
10,0.0,0.0,0.0,10.0
2,0.0,0.0,0.0,10.0
3,0.0,0.0,0.0,10.0
4,0.07142857142857142,0.1,0.08333333333333333,10.0
5,0.2222222222222222,0.4,0.2857142857142857,10.0
6,0.0,0.0,0.0,10.0
7,0.4444444444444444,0.4,0.42105263157894735,10.0
8,0.0,0.0,0.0,11.0
9,0.2,0.09090909090909091,0.125,11.0
Accident,0.7777777777777778,0.7,0.7368421052631579,10.0
Aeroplane,0.5625,0.8181818181818182,0.6666666666666666,11.0
Allah,0.45454545454545453,0.45454545454545453,0.45454545454545453,11.0
Angry,0.16666666666666666,0.09090909090909091,0.11764705882352941,11.0
Awake,0.8333333333333334,1.0,0.9090909090909091,10.0
Bag,0.75,0.8181818181818182,0.782608695652174,11.0
Beard,0.42857142857142855,0.3,0.35294117647058826,10.0
Bird,1.0,1.0,1.0,13.0
Boat,0.8888888888888888,0.8,0.8421052631578947,10.0
Book,1.0,0.7,0.8235294117647058,10.0
Bus,0.7272727272727273,0.6666666666666666,0.6956521739130435,12.0
Car,0.6666666666666666,0.8,0.7272727272727273,10.0
Cat,0.5,0.5833333333333334,0.5384615384615384,12.0
Chair,0.4,0.4,0.4,10.0
Cold,0.3,0.2727272727272727,0.2857142857142857,11.0
Computer,0.5555555555555556,0.5,0.5263157894736842,10.0
Cow,0.8333333333333334,0.9090909090909091,0.8695652173913043,11.0
Cycle,0.2,0.1,0.13333333333333333,10.0
Deer,0.75,0.75,0.75,12.0
Doctor,0.9090909090909091,1.0,0.9523809523809523,10.0
Dog,0.375,0.2727272727272727,0.3157894736842105,11.0
Door,0.4444444444444444,0.36363636363636365,0.4,11.0
Drink,0.0,0.0,0.0,11.0
Driver,0.7777777777777778,0.6363636363636364,0.7,11.0
Dupatta,0.5833333333333334,0.7,0.6363636363636364,10.0
Eat,0.125,0.18181818181818182,0.14814814814814814,11.0
Eid,0.625,0.45454545454545453,0.5263157894736842,11.0
Fan,0.09090909090909091,0.09090909090909091,0.09090909090909091,11.0
Father,0.0,0.0,0.0,11.0
Fear,0.36363636363636365,0.4,0.38095238095238093,10.0
Fight,0.5333333333333333,0.8,0.64,10.0
Fire,0.2857142857142857,0.4,0.3333333333333333,10.0
Fish,0.3333333333333333,0.36363636363636365,0.34782608695652173,11.0
Flood,0.8,0.6666666666666666,0.7272727272727273,12.0
Flower,0.16666666666666666,0.09090909090909091,0.11764705882352941,11.0
Friday,0.14285714285714285,0.08333333333333333,0.10526315789473684,12.0
Glasses,0.75,0.8181818181818182,0.782608695652174,11.0
Goat,0.4666666666666667,0.6363636363636364,0.5384615384615384,11.0
Good Morning,0.4666666666666667,0.6363636363636364,0.5384615384615384,11.0
Good Night,0.1111111111111111,0.09090909090909091,0.1,11.0
Goodbye,0.38461538461538464,0.5,0.43478260869565216,10.0
Half Shirt,0.875,0.7,0.7777777777777778,10.0
Happy,0.2857142857142857,0.36363636363636365,0.32,11.0
Help,0.5555555555555556,0.45454545454545453,0.5,11.0
Hen,0.3,0.3,0.3,10.0
Horse,0.125,0.16666666666666666,0.14285714285714285,12.0
Hospital,0.9,0.8181818181818182,0.8571428571428571,11.0
How Are You,0.5333333333333333,0.7272727272727273,0.6153846153846154,11.0
I am Fine,0.2222222222222222,0.18181818181818182,0.2,11.0
Jump,0.875,0.6363636363636364,0.7368421052631579,11.0
Key,0.4,0.5454545454545454,0.46153846153846156,11.0
Laptop,0.625,0.5555555555555556,0.5882352941176471,9.0
Lion,0.6363636363636364,0.7,0.6666666666666666,10.0
Listen,0.35,0.6363636363636364,0.45161290322580644,11.0
Lonly,0.3,0.3333333333333333,0.3157894736842105,9.0
Market,0.36363636363636365,0.36363636363636365,0.36363636363636365,11.0
Masjid,0.8181818181818182,0.9,0.8571428571428571,10.0
Meat,0.2,0.1,0.13333333333333333,10.0
Misbehave,0.9090909090909091,0.9090909090909091,0.9090909090909091,11.0
Monday,0.5,0.3,0.375,10.0
Monkey,0.5263157894736842,0.9090909090909091,0.6666666666666666,11.0
Mother,0.5,0.5,0.5,12.0
Motrocycle,0.36363636363636365,0.36363636363636365,0.36363636363636365,11.0
Mountains,0.8571428571428571,0.5454545454545454,0.6666666666666666,11.0
No,0.2222222222222222,0.18181818181818182,0.2,11.0
Pagri,0.6666666666666666,0.9090909090909091,0.7692307692307693,11.0
Pen,0.3157894736842105,0.5454545454545454,0.4,11.0
Play,0.2777777777777778,0.5,0.35714285714285715,10.0
Please,0.4375,0.5833333333333334,0.5,12.0
Police,0.8461538461538461,1.0,0.9166666666666666,11.0
Prayer Cap,0.7777777777777778,0.7,0.7368421052631579,10.0
Prophet Muhammad,1.0,0.7,0.8235294117647058,10.0
Quran,0.8,0.7272727272727273,0.7619047619047619,11.0
RIckshaw,0.9090909090909091,0.9090909090909091,0.9090909090909091,11.0
Rain,0.7692307692307693,0.9090909090909091,0.8333333333333334,11.0
Ramzan(fast),0.5625,0.8181818181818182,0.6666666666666666,11.0
Read,0.4,0.5,0.4444444444444444,12.0
Robbery,0.5294117647058824,0.9,0.6666666666666666,10.0
Run,0.3333333333333333,0.36363636363636365,0.34782608695652173,11.0
Sad,0.5454545454545454,0.6,0.5714285714285714,10.0
Salah,1.0,0.8888888888888888,0.9411764705882353,9.0
Salam,0.0,0.0,0.0,9.0
Saturday,0.36363636363636365,0.4,0.38095238095238093,10.0
Scarf,0.5294117647058824,0.9,0.6666666666666666,10.0
School,0.5833333333333334,0.7,0.6363636363636364,10.0
Shalwar Kameez,1.0,0.5,0.6666666666666666,10.0
Sheep,0.9166666666666666,1.0,0.9565217391304348,11.0
Sit,0.42857142857142855,0.6,0.5,10.0
Sleep,0.75,0.9,0.8181818181818182,10.0
Sorry,0.5555555555555556,0.45454545454545453,0.5,11.0
Stand,0.46153846153846156,0.5454545454545454,0.5,11.0
Student,0.6666666666666666,0.5714285714285714,0.6153846153846154,7.0
Sunday,0.375,0.2727272727272727,0.3157894736842105,11.0
Sunny,0.8461538461538461,1.0,0.9166666666666666,11.0
Table,0.8888888888888888,0.8,0.8421052631578947,10.0
Talk,0.8333333333333334,0.45454545454545453,0.5882352941176471,11.0
Teacher,0.6,0.6,0.6,10.0
Thank you,0.8181818181818182,0.8181818181818182,0.8181818181818182,11.0
Theft,0.7142857142857143,0.9090909090909091,0.8,11.0
Thursday,0.08333333333333333,0.09090909090909091,0.08695652173913043,11.0
Tired,0.4666666666666667,0.7,0.56,10.0
Train,0.2857142857142857,0.36363636363636365,0.32,11.0
Tree,0.8181818181818182,0.9,0.8571428571428571,10.0
Tuesday,0.4444444444444444,0.36363636363636365,0.4,11.0
Tv,0.8181818181818182,0.8181818181818182,0.8181818181818182,11.0
WIndow,0.8888888888888888,0.7272727272727273,0.8,11.0
Walk,0.5714285714285714,0.4,0.47058823529411764,10.0
Wazo,1.0,0.8,0.8888888888888888,10.0
Weapon,0.4166666666666667,0.4166666666666667,0.4166666666666667,12.0
Wednesday,0.5,0.2,0.2857142857142857,10.0
Welcome,0.7333333333333333,0.9166666666666666,0.8148148148148148,12.0
What,0.4444444444444444,0.4,0.42105263157894735,10.0
When,0.46153846153846156,0.5454545454545454,0.5,11.0
Where,0.2,0.1,0.13333333333333333,10.0
Write,0.35294117647058826,0.5454545454545454,0.42857142857142855,11.0
Yes,0.08333333333333333,0.09090909090909091,0.08695652173913043,11.0
sky,0.9,0.75,0.8181818181818182,12.0
accuracy,0.5187362233651727,0.5187362233651727,0.5187362233651727,0.5187362233651727
macro avg,0.5064503439712055,0.5175127389971139,0.5023850888585188,1361.0
weighted avg,0.5067612397305894,0.5187362233651727,0.503254739758157,1361.0