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Data Science : Recent Questions and Answers (Page 116)

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

Actor Network Target Value in A2C Reinforcement Learning

In DQN, we use; $Target = r+gamma v(s')$ equation to train (fit) our network. It is easy to understand since we use the $Target$ value as the...

Asked on 06/01/2021 by datatech

1 answer

How is Large BERT is less accurate than basic BERT?

I'm using BERT for text classification in this NLP competition. When I use Basic BERT with 12 layers, 3 epochs, and 32 batch sizes,...

Asked on 06/01/2021 by mitra mirshafiee

0 answer

How to Impute Top-Censored Data

What are the main imputation methods that can be used to deal with top censored panel income data if a big proportion (about 40%) is censored?...

Asked on 06/01/2021 by adamsalenushka

1 answer

Optimise a value over a vector

I have been given this code below to modify to optimize the value of theta over vector (0.01,0.02, ..., 0.99, 1.00) where R0=10 and D=14, any help at all would...

Asked on 06/01/2021 by Will Payne

0 answer

Enable to reproduce the loss of training while predicting

i use CNN model for a regression problem with a custom lossdef loss_M2(y_true,y_pred): y_true_f=K.flatten(y_true) y_pred_f=K.flatten(y_pred) M2=K.max(K.abs(K.cumsum((y_pred_f-y_true_f),axis=0))) ...

Asked on 06/01/2021 by TARBOUN

1 answer

Convolutional Neural Network overfitting

I built a CNN to learn to classify EEG data (only about 4000 training examples, 2 classes, 50-50 class balance). Each training example is 64x512, with 5 channels each Ive...

Asked on 06/01/2021

3 answer

How can I Determine a Treshold According to the Precision and Recall?

I am gettin these precision and recall values from my classifier and I want to determine a treshold for the test data. How can I determine that treshold? Is these...

Asked on 06/01/2021 by TarabydaVllasıCafcaflıAtArabsı

0 answer

Interpretation of Autocorrelation plot

I am trying to understand better how to read the autocorrelation plot here for a timeseries data. I ran the following code and got the output as a chart show...

Asked on 06/01/2021 by Senthil

1 answer

Appropriate statistical test

I am working on a project where I have twitter user profiles and their tweets. The users are divided based on their number of followers in two groups (g1 and...

Asked on 06/01/2021

1 answer

How to evaluate KDE against histogram?

I am currently testing some approaches for density estimation, and I think the basic approach of histograms may not be the best option to me and KDE is certainly a...

Asked on 05/31/2021 by Adelson Araújo

0 answer

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