指标 | 平均绝对误差 | 准确率 | ||
模型 | 自训练词向量 | 中文维基百科词向量 | 自训练词向量 | 中文维基百科词向量 |
Anger | 0.1232 | 0.1244 | 77.36% | 80.00% |
Anxiety | 0.1182 | 0.1178 | 82.41% | 81.32% |
Expect | 0.1383 | 0.1337 | 73.62% | 76.04% |
Hate | 0.1341 | 0.1284 | 69.89% | 73.19% |
Love | 0.1152 | 0.1106 | 83.29% | 83.96% |
Joy | 0.1235 | 0.1185 | 77.58% | 80.00% |
Sorrow | 0.1233 | 0.1184 | 76.04% | 80.66% |
Surprise | 0.1378 | 0.1379 | 61.57% | 65.94% |
均值 | 0.1267 | 0.1237 | 75.22% | 77.64% |