At which stage of the algorithm does GOSS operate?

[CHENHUI-X]

Hi, I have a question about the GOSS algorithm. According to the content I saw in the paper and the integration information on the Internet, I learned that GOSS can reduce the amount of data through weight sampling. I want to know the execution order of the GOSS algorithm and the histogram algorithm : first use the GOSS algorithm to sample the dataset, and then divide the sample data to bins , right ? Or what order, please help me.

[AllenSun1024]

Firstly, the data sample strategy is bagging by default.

So, GOSS algorithm won't work if you don't set core parameter data_sample_strategy = goss.

Secondly, constructing the histogram is after sampling the dataset.

[CHENHUI-X]

Firstly, the data sample strategy is bagging by default.

So, GOSS algorithm won't work if you don't set core parameter data_sample_strategy = goss.

Secondly, constructing the histogram is after sampling the dataset.

Got it, thank you very much !

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