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Data Science : Recent Questions and Answers (Page 92)

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

Classification with Orange error "test and train datasets have differents target variable"

m having a problem on the widget "Test and score" used for classification. Im doing a classification on images and i would like to use the widget "test and score"...

Asked on 06/29/2021 by ILKetchup

0 answer

Classifying videos with varying length using ConvLSTM2D in tensorflow

I have a collection of videos, where I would like to extract a frame for every second, and then feed them through a ConvLSTM2D for binary classification. ...

Asked on 06/29/2021 by danielsvane

1 answer

How to improve accuracy in the following code?

I have the about 43 different categories of traffic signs images data. If I am using the small data of 3 categories the maximum accuracy I am getting is around...

Asked on 06/29/2021 by Shreyas Mishra

2 answer

How do you compare outputs from different augmentations for consistency training?

I'm trying to figure out how papers using consistency train on unsupervised data, and I'm stuck on how outputs from different augmentations are compared. Since the augmentations are transformations, I...

Asked on 06/28/2021 by Alter

0 answer

Keras multi-label time-series classification considering time-series as an input image vector

I am trying to build a multi-class classifier using Keras. I am not quite sure I have implemented it correctly.Data is like this label time-series variables [0:25728}index 0...

Asked on 06/28/2021 by Ishan Khatri

1 answer

Looking for research for separating conversational audio files

I have been looking for conversational audio speech separation. Looking for researches around this topic, I came to across asteroid framework that was implemented on LibriMix dataset for audio speech...

Asked on 06/28/2021

1 answer

Confusion Matrix before and after SMOTE is same

I am working with a very unbalanced dataset and I used SMOTE (for training data only). However, I did not understand why the results before and after SMOTE are the...

Asked on 06/28/2021

3 answer

What's the difference between fit and fit_transform in scikit-learn models?

I'm a newbie to data science, and I do not understand the difference between the fit and fit_transform methods in scikit-learn. Can anybody explain simply why we might need to...

Asked on 06/28/2021 by Kaggle

10 answer

Matching similar strings

I have a list of conferences on different topics, e.g. Conference on genomics and neurosciencesAdvances in string theory and astrophysics Genomics and neuroscience: 20 years of researchSwiss Physics society...

Asked on 06/28/2021 by LazyCat

2 answer

meaning of fine-tuning in nlp task

There are two types of transfer learning model. One isfeature extraction, where the weights of the pre-trained model are not changed while training on the actual task and other...

Asked on 06/28/2021 by sovon

2 answer

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