Candy-CY / Hyperspectral-Image-Classification-Models

收录及复现的高光谱遥感图像分类模型
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datasets #2

Open Abouerp opened 12 months ago

Abouerp commented 12 months ago

你好,请问数据集方面有整理吗,比如我在官网下载了Houston2018的数据集,但是他的train和gt维度是不是对应的,导致有些困惑

Candy-CY commented 11 months ago

很抱歉,数据集这块,我并没有整理!可以关注一下其他开源项目所用的Houston数据集

HK-1T commented 10 months ago

I have a question about aspn: Is it normal for accuracy to decrease accuracy after PCA dimensionality reduction? For example, if 10% of IP data is used, the accuracy reaches 99% without dimensionality reduction, and after the dimensionality is reduced to 30, the accuracy reaches 90%

Candy-CY commented 10 months ago

因为不降维的数据包含更多的冗余信息,精度比降维后的结果高很正常。

At 2023-11-14 14:31:17, "HK-1T" @.***> wrote:

I have a question about aspn: Is it normal for accuracy to decrease accuracy after PCA dimensionality reduction? For example, if 10% of IP data is used, the accuracy reaches 99% without dimensionality reduction, and after the dimensionality is reduced to 30, the accuracy reaches 90%

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HK-1T commented 10 months ago

thanks your reply!