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Data Science : Recent Questions and Answers (Page 296)

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

Should I put time on my Vanilla ANN for classifying MNIST Dataset

I am building a Vanilla Neural Network in Python for my Final Year project, just using Numpy and Matplotlib, to classify the MNIST dataset. Here's the specifications of the model:One...

Asked on 12/03/2020 by Amar Parajuli

1 answer

Unsupervised Sentimental Analysis in R

How would you evaluate unsupervised sentimental analysis? I am reading on evaluating sentimental analysis and learning that much of the classification models that are being used, the data has target/label...

Asked on 12/03/2020 by user100780

1 answer

How to match a user with other users with similar interests based on their attributes?

Information Available Consider, there are 'n' users and they have these attributes and valuesUser A:Row | Attribute a | Attribute b | Attribute cItem 1| ...

Asked on 12/02/2020 by Dhaval Thakkar

2 answer

Learn (common) grammar / pattern from set of sample strings?

So I currently have a text pattern detection challenge to solve at work. I am trying to make an outlier detection algorithm for a database, for string columns. For example...

Asked on 12/02/2020 by David Marques

2 answer

Plotting multivariate linear regression

For practicing linear regression, I am generating some synthetic data samples as follows. First it generates 2000 samples with 3 features (represented by x_data). Then it generates y_data (results as...

Asked on 12/02/2020 by lame_coder

1 answer

Heterogeneous clustering with text data

I have a dataset which consists of multiple user ratings. Each rating looks similarly to:| Taste | Flavour | Look | Enjoyed | ..... | Tag ...

Asked on 12/02/2020 by qbit-

1 answer

Learn the evaluation matrix for hire a job candidate

Let us assume that we have a certain number of features that are weighted with some parameters . The features could be the different skills that belongs to a job...

Asked on 12/02/2020 by AntonYellow

1 answer

What is the use of applying img_to_array() after cv2.imread()

In a book, I saw the following code to load images from a directory:1.image = cv2.imread(imagePath)2.image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)3.image = cv2.resize(image, (28,28)) ...

Asked on 12/02/2020

1 answer

How to estimate the accuracy on a large dataset?

Given that I have a deep learning model(handover from former colleague).For some reason, the train/dev set was missing. In my situation, I want to classify my dataset into 100...

Asked on 12/02/2020 by ken wang

1 answer

Training loss is increasing while testing loss is decreasing and Accuracy stands still

I am following the Udacity Intro to Pytorch on Exercise 7 which is to make a model which can recognize dogs or cats. Here...

Asked on 12/02/2020 by Franva

0 answer

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