Update README.md
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step |
Training Loss |
Validation Loss |
Accuracy |
100 |
1.408000 |
2.027748 |
0.157143 |
200 |
3.115200 |
1.903195 |
0.264286 |
300 |
1.391100 |
1.747969 |
0.292857 |
400 |
1.939900 |
1.880145 |
0.260714 |
500 |
1.430700 |
1.627666 |
0.385714 |
600 |
2.042500 |
1.640029 |
0.378571 |
700 |
2.244100 |
1.665656 |
0.414286 |
800 |
1.382800 |
1.393861 |
0.442857 |
900 |
0.041200 |
1.501603 |
0.392857 |
1000 |
0.997600 |
1.547526 |
0.471429 |
1100 |
0.851200 |
1.427456 |
0.510714 |
1200 |
0.030400 |
1.371201 |
0.546429 |
1300 |
0.015900 |
1.251728 |
0.575000 |
1400 |
0.661500 |
1.452044 |
0.542857 |
1500 |
1.753200 |
1.673231 |
0.553571 |
1600 |
0.543100 |
1.374431 |
0.560714 |
1700 |
0.223200 |
1.466555 |
0.564286 |
1800 |
4.417000 |
2.020453 |
0.582143 |
1900 |
1.420700 |
1.788945 |
0.575000 |
2000 |
0.059900 |
1.279900 |
0.696429 |
2100 |
0.004900 |
1.520277 |
0.610714 |
2200 |
0.067500 |
1.465420 |
0.621429 |
2300 |
0.010000 |
1.283547 |
0.710714 |
2400 |
3.950700 |
1.684178 |
0.635714 |
2500 |
0.001800 |
1.535846 |
0.675000 |
2600 |
0.062600 |
1.461411 |
0.685714 |
2700 |
0.000800 |
1.647843 |
0.692857 |
2800 |
0.018900 |
1.565477 |
0.685714 |
2900 |
0.783800 |
1.612781 |
0.710714 |
3000 |
0.027400 |
1.620468 |
0.703571 |
3100 |
0.000300 |
1.756414 |
0.685714 |
3200 |
0.000700 |
1.941203 |
0.682143 |
3300 |
0.000200 |
1.673942 |
0.717857 |
3400 |
0.000300 |
1.576283 |
0.710714 |
3500 |
0.000400 |
1.698424 |
0.707143 |
3600 |
0.000800 |
1.714727 |
0.700000 |
3700 |
0.000400 |
1.731099 |
0.714286 |
3800 |
0.000200 |
1.784098 |
0.707143 |
3900 |
0.000400 |
1.781287 |
0.714286 |
4000 |
0.000600 |
1.686473 |
0.710714 |
4100 |
0.000600 |
1.682677 |
0.714286 |
4200 |
0.000200 |
1.679403 |
0.707143 |
4300 |
0.000300 |
1.664588 |
0.710714 |
4400 |
0.003700 |
1.596243 |
0.725000 |
|
precision |
recall |
f1-score |
support |
anger |
0.97 |
0.86 |
0.92 |
44 |
disgust |
0.71 |
0.78 |
0.74 |
37 |
enthusiasm |
0.51 |
0.80 |
0.62 |
40 |
fear |
0.80 |
0.62 |
0.70 |
45 |
happiness |
0.66 |
0.70 |
0.68 |
44 |
neutral |
0.81 |
0.66 |
0.72 |
38 |
sadness |
0.79 |
0.59 |
0.68 |
32 |
accuracy |
0.72 |
280 |
0.442857 |
|
macro avg |
0.75 |
0.72 |
0.72 |
280 |
weighted avg |
0.75 |
0.72 |
0.73 |
280 |