杂志上的传感器
研究文章

确定的证据权重基于卷积神经网络分类问题

表2

第二种类型的分类性能比较数据集。
数据集 随机状态 中长期规划 FCN ResNet 法官(17] 邓(30.] 燕和邓33] 汉et al。35] 该方法
艾德 1 59.1% 69.2% 74.1% 71.4% 61.6% 61.6% 37.9% 76.5%
2 59.2% 68.9% 74.2% 71.6% 61.8% 61.8% 37.3% 76.4%
3 59.6% 69.6% 74.0% 71.9% 62.0% 62.0% 37.7% 77.1%
4 59.8% 69.3% 74.2% 71.6% 62.3% 62.3% 37.2% 76.7%
5 59.3% 69.4% 74.3% 71.4% 62.2% 62.2% 37.1% 76.4%
UY 1 68.1% 60.0% 64.1% 71.9% 62.8% 62.8% 70.4% 72.4%
2 69.2% 59.9% 64.6% 72.0% 62.6% 62.6% 71.4% 73.5%
3 68.0% 59.6% 64.4% 71.3% 62.5% 62.5% 71.1% 72.3%
4 69.1% 60.3% 65.0% 72.5% 63.3% 63.3% 71.4% 73.7%
5 69.2% 59.9% 64.4% 72.5% 63.1% 63.1% 71.2% 72.7%
是乌斯 1 68.3% 69.6% 75.8% 76.6% 70.1% 70.1% 64.5% 77.4%
2 69.5% 69.4% 75.8% 76.9% 70.5% 70.5% 64.4% 77.5%
3 68.8% 69.3% 75.8% 76.6% 70.2% 70.2% 64.0% 77.7%
4 69.1% 69.9% 75.5% 76.4% 70.5% 70.5% 64.2% 76.5%
5 68.4% 69.4% 75.2% 76.3% 70.4% 70.4% 64.2% 76.9%
CricketX 1 56.0% 79.1% 78.2% 72.1% 74.0% 74.0% 63.4% 80.4%
2 54.8% 79.8% 78.5% 73.0% 72.7% 72.7% 63.4% 80.4%
3 58.9% 80.7% 78.8% 73.7% 74.3% 74.3% 62.1% 80.8%
4 57.0% 81.0% 79.4% 74.3% 73.7% 73.7% 62.1% 82.1%
5 58.9% 80.7% 80.1% 73.0% 74.6% 74.6% 63.1% 81.4%
CricketY 1 58.6% 78.2% 78.5% 76.9% 68.9% 68.9% 70.1% 82.6%
2 60.2% 79.4% 80.1% 77.8% 69.8% 69.8% 69.5% 83.4%
3 60.8% 79.1% 79.4% 76.6% 70.1% 70.1% 69.8% 83.5%
4 60.2% 78.5% 79.8% 76.6% 68.5% 68.5% 69.2% 81.6%
5 57.6% 78.2% 79.1% 75.0% 68.5% 68.5% 70.8% 81.9%
CricketZ 1 61.2% 79.4% 80.1% 78.2% 73.3% 73.3% 69.5% 82.5%
2 60.2% 80.4% 79.4% 77.2% 73.0% 73.0% 70.1% 81.4%
3 60.2% 81.0% 80.4% 79.4% 74.3% 74.3% 69.8% 83.3%
4 60.5% 79.1% 80.4% 78.2% 73.7% 73.7% 70.5% 82.6%
5 61.8% 80.1% 81.7% 79.4% 75.3% 75.3% 70.8% 82.5%