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Data Science : Recent Questions and Answers (Page 89)

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

Lesions detection in video & metrics

I'm develloping an object detection models to detect lesions in video record from operation.A problem observed during evaluation is that, given that an operation is specifique to a patient,...

Asked on 07/02/2021

0 answer

How to save Tensorflow predictions to data frame?

I am new to Tensorflow. I have trained Tensorflow model, but I need to take model predictions and add them to my original test set as a column. How can...

Asked on 07/02/2021

2 answer

Bidirectional LSTM usage with sensor data

I am applying a deep LSTM network in order to classify time-series data from different sensors. In the field (energy) I often see the research using bidirectional LSTMs for forecasting....

Asked on 07/01/2021 by SirDawar

0 answer

How to generate synthetic dataset using machine learning model learnt with original dataset?

Generally, the machine learning model is built on datasets. I'd like to know if there is any way to generate synthetic dataset using such trained machine learning model preserving original...

Asked on 07/01/2021 by m-bhole

3 answer

How to retrain classification models

I have training data that is a set of transaction descriptions and the category of that transaction. I am trying to build a spend analyzer using this information to help...

Asked on 07/01/2021

0 answer

Implementing Multiclass Dice Loss Function

I am doing multi class segmentation using UNet. My input to the model is HxWxC and my output is,outputs = layers.Conv2D(n_classes, (1, 1), activation='sigmoid')(decoder0)Using SparseCategoricalCrossentropy I can train the...

Asked on 07/01/2021 by Hamza Yerlikaya

0 answer

Ram required to train YOLO v4

What is the GPU ram required to train YOLO v4? More generally what is the ram requirements to work with the more interesting architectures and bigger datasets? I see Nvidia...

Asked on 07/01/2021

0 answer

What is a good way to handle nominal spatial data with a changing number of categories to use in prediction model?

For a project I'm going to be working with spatial data with a nominal attribute (land use). Every year the number of categories for this attribute changes because categories split...

Asked on 07/01/2021 by Nander Vilar Castellar

0 answer

Unsupervised Hierarchical Agglomerative Clustering

I've read a number of papers where the authors talk about "Unsupervised Hierarchical Agglomerative Clustering". They seem to imply that the algorithm determines the number of clusters based on a...

Asked on 07/01/2021

1 answer

Tertiary regression trees

Is there a prepackaged python or R set of functions which have ternary (three branches) decision trees? All of the out of the boxes I can find are for binary...

Asked on 07/01/2021 by ktj1989

0 answer

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