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Data Science : Recent Questions and Answers (Page 323)

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

How to handle unseen labels in test data?

I get something like TF-IDF of training corpus in python with (something like) TfidfVectorizer. In test data some features (here are the words of test corpus, every word is a...

Asked on 08/22/2020 by Meysam

1 answer

Regression problem with trace regression model

i'm new to machine learning and i'm looking for a worked example of regression problem being implemented with trace regression model which is a generalization of the well known linear...

Asked on 08/22/2020

0 answer

Why does my cost either increase or go down very slowly

def hypothesis(W, B, X): Z = np.dot(W.T, X) + B return sigmoid(Z)def sigmoid(Z): return(1/(1+np.exp(-Z)))def cost(A, Y): return (-Y * np.log(A) - (1 - Y) *...

Asked on 08/21/2020 by IDK

1 answer

Regarding Class Balancing in Deep Neural Network

I was trying to do class balancing on the image semantic segmentation problem for some classes in the images are in the minority. The weight for each class is calculated...

Asked on 08/21/2020 by GoC

0 answer

In a list, find the numbers where they are bigger than the next numbers

I'm using Rstudio. I have a list like below, I want to find all the numbers that are bigger than the next numbers (i.e. numbers on their right hand, I...

Asked on 08/21/2020 by Ellen Sheldon

1 answer

Correlation vs Multicollinearity

I have been taught to check correlation matrix before going for any algorithm.I have a few questions around the same:Pearson Correlation is for numerical variables only. What if...

Asked on 08/20/2020

3 answer

Imbalanced classification or Regression? What is the best approach to my A/B testing related problem?

The context of the problem is A/B testing of two new versions of a game. I have a structured dataset (50000 rows x 22 columns) from the game designers that...

Asked on 08/20/2020 by Pradical2190

0 answer

Is there a way to calculate the degree of classification of data points in a set?

I'm trying to write a program in python that takes in list of all stocks on different exchanges and filters them out according to multiple criteria (e.g. marketcap has to...

Asked on 08/19/2020 by Celina

0 answer

Problem of continuous training - Supervised learning

I am sure this is a most common problem, but would like to know by experts on how to tackle it. Note that, I mostly deal with textual data (NLP...

Asked on 08/19/2020 by Sandeep Bhutani

2 answer

Classifiers for Page Numbers Sequences

I have a dataset which has the following columns : Document id, page numbers and labels.documentid pagenumbers ...

Asked on 08/19/2020 by siya m

0 answer

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