Handling Imbalanced dataset

0 votes
What would be your strategy to handle a situation indicating an imbalanced dataset?
Oct 17, 2018 in Data Analytics by shams
• 3,580 points
40 views

1 answer to this question.

0 votes
This usually occurs when a vast set of data keep in a single class. Sampling the dataset again is one of the possible solutions and the other one being the migration of data to parallel classes. The dataset should not be damaged.

Hope this helps
answered Oct 17, 2018 by kurt_cobain
• 9,260 points

Related Questions In Data Analytics

0 votes
1 answer

How to refresh shiny dataset?

When you refresh the page in the ...READ MORE

answered May 30, 2018 in Data Analytics by darklord
• 6,170 points
335 views
0 votes
1 answer

How to cluster a very large dataset in R?

You can initially use kmeans, to calculate ...READ MORE

answered Jun 19, 2018 in Data Analytics by darklord
• 6,170 points
156 views
0 votes
1 answer

Treat outliers in Dataset

Outlier values can be identified by using ...READ MORE

answered Jul 12, 2018 in Data Analytics by darklord
• 6,170 points
55 views
0 votes
3 answers

Number of missing values in dataset

Try this, lapply(airquality, function(x) { sum(is.na(x)) }) READ MORE

answered Aug 6 in Data Analytics by anonymous
214 views
0 votes
1 answer

How do you know which whether to apply supervised learning or unsupervised learning on a dataset

Supervised Learning is applied when we have ...READ MORE

answered Aug 21, 2018 in Data Analytics by Anmol
• 3,620 points
36 views
0 votes
0 answers

Hello I have some errors while implementing variational autoencoder

def dense_layers(sizes): return tfk.Sequential([tfkl.Dense(size, ...READ MORE

May 18 in Machine Learning by anonymous

edited May 20 by Omkar 219 views
0 votes
1 answer

Pycharm error: could not find a version that satisfies the requirement

Check the python version installed. Tensorflow is ...READ MORE

answered May 29 in Data Analytics by Zulaikha
• 870 points
206 views
0 votes
1 answer
0 votes
0 answers

AttributeError: module 'tensorflow.compat' has no attribute 'v1'

i am building an Rasa chatbot but ...READ MORE

Nov 3 in Machine Learning by Usman
• 120 points
73 views