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Predict Test data has same Value #19

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panruiqing opened this issue Sep 27, 2024 · 1 comment
Open

Predict Test data has same Value #19

panruiqing opened this issue Sep 27, 2024 · 1 comment

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@panruiqing
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I train the model with num_round=2000, but the train process was early stop in round 782.
trainGSmodel <- train_deepGSModel(trainMat = trainMat,trainPheno = trainPheno,
validMat = validMat,validPheno = validPheno, markerImage = markerImage,
cnnFrame = cnnFrame,device_type = "cpu",gpuNum = 1, eval_metric = "rmse",
num_round = 2000,array_batch_size= 30,learning_rate = 0.01,
momentum = 0.5,wd = 0.00001, randomseeds = 0,initializer_idx = 0.01,
verbose = TRUE)
when i predict test data using trained model "trainGSmodel", the value is same, and I check my test data, it is correct.
image
how does it happend?
thank you very much.

@shichaozhonghlo
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Has this issue been resolved? I also confused and sad with this question.

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