Update README.md
Browse files
README.md
CHANGED
|
@@ -1,51 +1,3 @@
|
|
| 1 |
-
| step | Training Loss | Validation Loss | Accuracy |
|
| 2 |
-
|------|---------------|-----------------|----------|
|
| 3 |
-
| 100 | 1.408000 | 2.027748 | 0.157143 |
|
| 4 |
-
| 200 | 3.115200 | 1.903195 | 0.264286 |
|
| 5 |
-
| 300 | 1.391100 | 1.747969 | 0.292857 |
|
| 6 |
-
| 400 | 1.939900 | 1.880145 | 0.260714 |
|
| 7 |
-
| 500 | 1.430700 | 1.627666 | 0.385714 |
|
| 8 |
-
| 600 | 2.042500 | 1.640029 | 0.378571 |
|
| 9 |
-
| 700 | 2.244100 | 1.665656 | 0.414286 |
|
| 10 |
-
| 800 | 1.382800 | 1.393861 | 0.442857 |
|
| 11 |
-
| 900 | 0.041200 | 1.501603 | 0.392857 |
|
| 12 |
-
| 1000 | 0.997600 | 1.547526 | 0.471429 |
|
| 13 |
-
| 1100 | 0.851200 | 1.427456 | 0.510714 |
|
| 14 |
-
| 1200 | 0.030400 | 1.371201 | 0.546429 |
|
| 15 |
-
| 1300 | 0.015900 | 1.251728 | 0.575000 |
|
| 16 |
-
| 1400 | 0.661500 | 1.452044 | 0.542857 |
|
| 17 |
-
| 1500 | 1.753200 | 1.673231 | 0.553571 |
|
| 18 |
-
| 1600 | 0.543100 | 1.374431 | 0.560714 |
|
| 19 |
-
| 1700 | 0.223200 | 1.466555 | 0.564286 |
|
| 20 |
-
| 1800 | 4.417000 | 2.020453 | 0.582143 |
|
| 21 |
-
| 1900 | 1.420700 | 1.788945 | 0.575000 |
|
| 22 |
-
| 2000 | 0.059900 | 1.279900 | 0.696429 |
|
| 23 |
-
| 2100 | 0.004900 | 1.520277 | 0.610714 |
|
| 24 |
-
| 2200 | 0.067500 | 1.465420 | 0.621429 |
|
| 25 |
-
| 2300 | 0.010000 | 1.283547 | 0.710714 |
|
| 26 |
-
| 2400 | 3.950700 | 1.684178 | 0.635714 |
|
| 27 |
-
| 2500 | 0.001800 | 1.535846 | 0.675000 |
|
| 28 |
-
| 2600 | 0.062600 | 1.461411 | 0.685714 |
|
| 29 |
-
| 2700 | 0.000800 | 1.647843 | 0.692857 |
|
| 30 |
-
| 2800 | 0.018900 | 1.565477 | 0.685714 |
|
| 31 |
-
| 2900 | 0.783800 | 1.612781 | 0.710714 |
|
| 32 |
-
| 3000 | 0.027400 | 1.620468 | 0.703571 |
|
| 33 |
-
| 3100 | 0.000300 | 1.756414 | 0.685714 |
|
| 34 |
-
| 3200 | 0.000700 | 1.941203 | 0.682143 |
|
| 35 |
-
| 3300 | 0.000200 | 1.673942 | 0.717857 |
|
| 36 |
-
| 3400 | 0.000300 | 1.576283 | 0.710714 |
|
| 37 |
-
| 3500 | 0.000400 | 1.698424 | 0.707143 |
|
| 38 |
-
| 3600 | 0.000800 | 1.714727 | 0.700000 |
|
| 39 |
-
| 3700 | 0.000400 | 1.731099 | 0.714286 |
|
| 40 |
-
| 3800 | 0.000200 | 1.784098 | 0.707143 |
|
| 41 |
-
| 3900 | 0.000400 | 1.781287 | 0.714286 |
|
| 42 |
-
| 4000 | 0.000600 | 1.686473 | 0.710714 |
|
| 43 |
-
| 4100 | 0.000600 | 1.682677 | 0.714286 |
|
| 44 |
-
| 4200 | 0.000200 | 1.679403 | 0.707143 |
|
| 45 |
-
| 4300 | 0.000300 | 1.664588 | 0.710714 |
|
| 46 |
-
| 4400 | 0.003700 | 1.596243 | 0.725000 |
|
| 47 |
-
|
| 48 |
-
|
| 49 |
| | precision | recall | f1-score | support |
|
| 50 |
|--------------|-----------|--------|----------|---------|
|
| 51 |
| anger | 0.97 | 0.86 | 0.92 | 44 |
|
|
@@ -55,6 +7,6 @@
|
|
| 55 |
| happiness | 0.66 | 0.70 | 0.68 | 44 |
|
| 56 |
| neutral | 0.81 | 0.66 | 0.72 | 38 |
|
| 57 |
| sadness | 0.79 | 0.59 | 0.68 | 32 |
|
| 58 |
-
| accuracy | 0.72
|
| 59 |
| macro avg | 0.75 | 0.72 | 0.72 | 280 |
|
| 60 |
| weighted avg | 0.75 | 0.72 | 0.73 | 280 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
| | precision | recall | f1-score | support |
|
| 2 |
|--------------|-----------|--------|----------|---------|
|
| 3 |
| anger | 0.97 | 0.86 | 0.92 | 44 |
|
| 7 |
| happiness | 0.66 | 0.70 | 0.68 | 44 |
|
| 8 |
| neutral | 0.81 | 0.66 | 0.72 | 38 |
|
| 9 |
| sadness | 0.79 | 0.59 | 0.68 | 32 |
|
| 10 |
+
| accuracy | | | 0.72 | 280 |
|
| 11 |
| macro avg | 0.75 | 0.72 | 0.72 | 280 |
|
| 12 |
| weighted avg | 0.75 | 0.72 | 0.73 | 280 |
|