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An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

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Hello, I'm trying all your models in order to determine which one fits the most with my acceptation. This is for CTR prediction with Avazu data. I tried them all...

Hello, I am sorry for disturbing you. I am wondering if the stats you have in the paper, under "all" is for all 9 campaigns or just those you mention...

希望我用中文问问题不会失礼~ 研一小白想请教您几个问题: 1.数据featindex.txt和featindex.fm.txt是什么关系?我观察到featindex.txt中大多数是8、10、12列的编码(在这里要再问一句这些编码是自己随意设定的吗?感觉没有顺序呀?)别的列的编码呢? 2.数据中标签为1的样本数量远小于标签为0的样本,需要做什么操作来处理这种情况吗?样本的不均衡会影响结果吗?