Questions tagged [non-parametric]
The non-parametric tag has no usage guidance.
5
questions with no upvoted or accepted answers
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26 views
Do non-parametric models always overfit without regularization?
Let's scope this to just classification.
It's clear that if you fully grow out a decision tree with no regularization (e.g. max depth, pruning), it will overfit the training data and get full accuracy ...
1
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0answers
11 views
Non-parametric regression on set of time series: One model for each or one for all series?
Let's say I have a set of 1D time series which values have been samples in equip-distant time steps with timestamps $1,2,3,...$, they have all the same lengths and are somewhat similar in shape. I ...
1
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1answer
35 views
About confidence/prediction intervals: parametric methods VS non-parametric (via bootstrap) methods
About the methodology to find confidence and/or prediction intervals in, let's say, a regression problem, I know 2 main options:
Checking normality in the estimates/predictions distribution, and ...
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1answer
14 views
pass variable length argument to mstats.kruskalwallis
I am trying to run kruskawallis test on multiple columns of my data for that i wrote an function
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1answer
83 views
The distribution of dataset train and test are the differents, how to fix this?
I am new in data science and like some help to understand my problem. For instance, I have two signals non-stationary for the same condition (figure 1).
I acquisition them at different times(in the ...
