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Data Science : Recent Questions and Answers (Page 15)

Find answers to your questions about Data Science or help others by answering their Data Science questions.

Propensity model with Only Positive Data

Is it possible to build a propensity model (i.e., the likelihood that a user will buy an item) using only positive values. For example, I have a bunch of data...

Asked on 11/18/2021

1 answer

How do I generate a laplacian matrix for a graph dataset?

If I have a dataset in a csv that looks like the one shown below. How do I convert this into a laplacian matrix using Python? ...

Asked on 11/17/2021

2 answer

What does the descision boundary of a relu look like?

A single non activated neuron is just a linear combination of its inputs. Thresholding this neuron's output as-is against 0 would create a hyperplane binary separator, whose parameters can be...

Asked on 11/17/2021

2 answer

Fitting multiple line

Short version:How can I find a function that maps X to Y when data looks like this. Note:For a...

Asked on 11/17/2021

1 answer

Should you use random state or random seed in machine learning models?

I'm starting to study machine learning. All the examples I saw, the person that created the ML model used a random state or a random seed to stop the randomness...

Asked on 11/17/2021

3 answer

Drop NA values in an imported xlxs document with R

I have the attached document. I've imported an xlxs document into R. I would like to get rid of all rows containing NA. I've tried the following...

Asked on 11/15/2021

3 answer

How to discretize certain features with a feature set?

I am working with typing data with timing features(unit: ms) and some of the features are based on the keyboard keyCodes(positive integers, range:[8, 222]). Currently, I use StandardScaler() by ...

Asked on 11/15/2021

1 answer

What is difference between Standard Normal Distribution and Mean Normalization approaches to feature-scaling?

The tag feature-scaling seems to convey that one of the scaling methods is Standard Normal Distribution. Further, I read an Answer on this site saying that Mean Normalization is a...

Asked on 11/15/2021

1 answer

PySpark Crossvalidation error

I want to do a very simple cross validation using LogisticRegression.Here is my code:logreg = LogisticRegression(labelCol = "churn", featuresCol = "features") pipeline = Pipeline(stages = [logreg])paramGrid = ParamGridBuilder().addGrid(logreg.regParam,...

Asked on 11/13/2021 by Robse

1 answer

Marginalization of joint distribution

I am trying to understand how you marginalise a joint distribution. In my case I have a fair coin, $P(C) = frac12$ and a fair dice $P(D)...

Asked on 11/13/2021

1 answer

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