Data Science Questions, Problems & Solutions : TransWikia.com ~ Page 109

How are the Google Cloud Natural Language API Sentiment Analysis outputs interpreted?

I am trying to get a better understanding of the outputs given by Google's sentiment analysis API. It takes in a sentence and gives out two values - magnitude and...

Asked on 06/10/2021 by Samarth

0 answer

Can someone explain to me how to use a predictive model to predict something other than the training set

So let's say I create a logistic model to predict who will open a loan based on a based email list that includes who opened and who didn't that's 90%...

Asked on 06/10/2021 by happinessiskey

1 answer

Errors changing column dtype to numeric

I am working with data from the government regarding COVID immunization numbers and would like to convert object columns into numeric. I am using Python in Jupyter Notebook. I tried...

Asked on 06/10/2021

1 answer

Enforce Floor limit when predicting values using Multioutput Regression with Gradient Booster

I have a very simple program below that builds a model using multi-output regression. Even though all the training data consists of positive float values I'm discovering that predictions made...

Asked on 06/10/2021

0 answer

Computing Attention on multi-dimensional sequences?

Is it possible to compute attention/adapt existing transformer architectures (like longformer) to be used on multi-dimensional sequence input? As in, instead of a 1D array of tokens (like a python...

Asked on 06/10/2021

0 answer

Why does my model fail to predict on the whole dataset?

So I have about 3000 images with 6 classes and this is what I did: 1 - split into training set and test set prior to anything with 20% test...

Asked on 06/10/2021 by Marco Ramos

0 answer

multi items forecasting: issue with storing results

disclaimer: I am not 100% sure that this is the appropriate place to ask this question.Here is a little bit of context about the problem. I have a dataset...

Asked on 06/10/2021 by Murcielago

1 answer

Generative network understanding

I was going through GAN's notebook by fchallot on Generative Adversarial Networks where, in the Generator Network, he creates a Dense layer with ...

Asked on 06/10/2021 by thanatoz

1 answer

What is the difference between "Document Layout Analysis" / "Document Understanding" / "Document Structure Analysis"

All three terms sound super similar:[...] document layout analysis is the process of identifying and categorizing the regions of interest in the scanned image of a text document. A reading...

Asked on 06/10/2021

0 answer

Why does an attention layer in a transformer learn context?

I understand the transformer architecture (from "Attention is All You Need"), as well as how the attention is computed in the multi-headed attention layers. What I'm confused on is why...

Asked on 06/10/2021 by Nick Koprowicz

1 answer

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