Re: there are about 50% all-zero vector in the als result

2015-04-02 Thread lisendong
yes! thank you very much:-) > 在 2015年4月2日,下午7:13,Sean Owen 写道: > > Right, I asked because in your original message, you were looking at > the initialization to a random vector. But that is the initial state, > not final state. > > On Thu, Apr 2, 2015 at 11:51 AM, lisendong wrote: >> NO, I’m r

Re: there are about 50% all-zero vector in the als result

2015-04-02 Thread lisendong
Oh, I found the reason. according to the ALS optimization formula : If a user’s all ratings are zero, that is, the R(i, Ii) is a zero matrix, so the final result feature of this user will be all-zero vector… > 在 2015年4月2日,下午6:08,Sean Owen 写道: > > You're referring to the initialization, not

Re: there are about 50% all-zero vector in the als result

2015-04-02 Thread Sean Owen
Right, I asked because in your original message, you were looking at the initialization to a random vector. But that is the initial state, not final state. On Thu, Apr 2, 2015 at 11:51 AM, lisendong wrote: > NO, I’m referring to the result. > you means there might be so many zero features in the

Re: there are about 50% all-zero vector in the als result

2015-04-02 Thread lisendong
NO, I’m referring to the result. you means there might be so many zero features in the als result ? I think it is not related to the initial state, but I do not know why the percent of zero-vector is so high(50% around) > 在 2015年4月2日,下午6:08,Sean Owen 写道: > > You're referring to the initializ