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Possible reasons that validation recall is fluctuating across different epochs but the precision is stable?

I know this is not a coding question, but didn't have any idea where can I ask for help on this. I'm training a deep learning model. After each epoch...

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Cross Validated Asked by khemedi on 2 years ago

visualizing the scatterness of higher dimensional data using python

I have a set of unlabeled data $x in mathbb R^n$, and I want to visualize how scattered those points are using python. In dimension 2, we can just...

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Cross Validated Asked on 2 years ago

Linking the orders of an ARMA and ARIMA representation of a unit root process

If $Delta Y_t$ can be described by a (stationary) $ARMA(p,q)$ process, then $Y_t$ can be described by an $ARIMA(p,1,q)$ process. Theoretically (concerns of usefulness aside), does...

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Cross Validated Asked by Indula on 2 years ago

Mixed Effects Model: Writing and Interpreting Models with Two and Three-Way Interaction Terms and No Random Intercept

Question: Have I correctly translated my lmer models into formulas depicting each individual level, as well as the composite formula? Specific questions about my work below.Information about my models...

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Cross Validated Asked by E. Wade on 2 years ago

Categorizing river discharge data

I'm struggling with figuring out the best way to break up my river discharge data in a way that I can use it as a factor for further analysis. I'm...

2

Cross Validated Asked by fishchick on 2 years ago

How does the effect size inform the design (or analysis) of an NHST?

Consider this answer on how to design an NHST. I don't quite understand what exact process one is supposed to follow to determine the minimum sample size once...

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Cross Validated Asked on 2 years ago

Fixed effects with panel data vs including lagged variables with cross section data

I have panel data with many groups $i$ and two time periods $t$.I want to know the effect of a binary treatment $D$ on a continuous...

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Cross Validated Asked by gannawag on 2 years ago

Why does BERT has a limitation of only allowing the maximum length of the input tokens as 512?

I have seen BERT was one of the state-of-the-arts word embedding method in 2018 and then XLNet is proposed in 2019 to take care of the limitations of BERT. I...

1

Cross Validated Asked on 2 years ago

Quantifying the universal approximation theorem

Let $mgeq 1$ be an integer and $Fin mathbb{R}[x_1, dots, x_m]$ be a polynomial. I want to approximate $F$ on the unit hypercube $[0, 1]^m$ by...

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Cross Validated Asked by ofow on 2 years ago

Do we update a priori distribution somehow?

I'm trying to understand Bayesian statistics. Recently I asked here whether we estimate paramteres of a priori distribution in bayesian statistics. I was responded that we typically don't estimate them...

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Cross Validated Asked by P Lrc on 2 years ago

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