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Now playing: Dancefloor Faith by Bognor Boogie. Watch and download all the Mp3 Vidoes Free, here. Enjoy.Q:
How to find a count of unique objects from a list of object?
I am trying to build a pipeline to predict the age of a user.
The age is an integer value. I use a Logistic Regression to predict the age. It works but I do not want a high accuracy. I am still working on this so any suggestion is welcomed.
I am also doing this in a Spark environment. For this I have created a Dataset and a dataframe. The data is stored on Cassandra.
I have a userId and a timestamp. I am using the Spark SQL, in which I want to find the count of how many unique values that was given by each userId.
My data is structured as follows:
userId : int
timestamp : long
age : integer
This is what I am doing in this pipeline. The prediction is a model which take the userId, timestamp and age as input and output an integer. I do this as follows:
public class LogisticRegression {
public static LogisticRegression p = new LogisticRegression();
public static List> predict(Dataset ds){
try {
return predict(ds.collect(), ds.raw().getRow());
} catch (Exception e) {
e.printStackTrace();
System.exit(0);
}
}
private LogisticRegression() {
}
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