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Data Science : Recent Questions and Answers (Page 207)

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

Feature Engineering ListsVectors as values in dataframe

Let's say I have a dataframe where some of the columns have lists of strings as values. I would like to use ML Algorithms on this dataframe. In this case,...

Asked on 02/24/2021 by One_Curious_User

1 answer

Dealing with zeros when plotting log-scaled data

I have a non-negative variable and I'd like to plot it, log-scaled I'm trying to understand how to deal with 0-values. One naive idea I had in mind is just...

Asked on 02/24/2021 by Elimination

2 answer

Design strategies for higher resolution images for Convolutional neural network?

By BVLC/Caffe examples cifar10, it has 3 convolution layers with pool/norm and its accuracy increases to around 82 easily. Now I want to increase my resolution by downloading the 10...

Asked on 02/24/2021 by pwan

0 answer

How to create a system to detect text structure of a file?

Let's say I want to create a Machine Learning system that has a lot of log files of some few types (F1, F2,.. Fn) and I get a new Log...

Asked on 02/24/2021 by Kartikey Singh

1 answer

Is there any work done on reconfigurable convolutional neural networks?

Convolutional Neural networks are used in supervised learning meaning models are always "set in stone" after training (architecture and paramters) so this might not even be possible, but is there...

Asked on 02/24/2021 by Alla

1 answer

Stacking doesn't improve accuracy

I am trying to build a 2 level stacking model in order to tackle a multiclass classification problems with 8 classes.My base (level 1) models andd their micro f1...

Asked on 02/24/2021 by fitting

2 answer

K-Means clustering for mixed numeric and categorical data

My data set contains a number of numeric attributes and one categorical. Say, NumericAttr1, NumericAttr2, ..., NumericAttrN, CategoricalAttr, where CategoricalAttr takes one of three possible values: CategoricalAttrValue1, CategoricalAttrValue2 or CategoricalAttrValue3....

Asked on 02/24/2021 by IharS

13 answer

In softmax classifier, why use exp function to do normalization?

Why use softmax as opposed to standard normalization? In the comment area of the top answer of this question, @Kilian Batzner raised 2 questions which also confuse me a...

Asked on 02/24/2021

5 answer

House price inflation modelling

I have a data set of house prices and their corresponding features (rooms, meter squared, etc). An additional feature is the sold date of the house. The aim is to...

Asked on 02/24/2021 by Melly Donald

0 answer

BERT minimal batch size

Is there a minimum batch size for training/re-fining a BERT model on custom data? Could you name any cases where a mini batch size between 1-8 would make sense? Would...

Asked on 02/23/2021 by Predicted Life

1 answer

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