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Data Science : Recent Questions and Answers (Page 254)

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Getting different precisions for same neural network with same dataset and hyperparameters in sklearn mlp classifier

I get WAY DIFFERENT results in each run despite using random state for making sure that network outputs same result for same hyper parameters, here is some sample outputs(I've printed...

Asked on 01/07/2021 by hamidreza davirani

1 answer

What is the best way to compare these small distributions?

I have one distribution of size 30. This are results (ROC-AUC for example) from training a neural network for 30 times in a row with the same hyperparameters but since...

Asked on 01/07/2021 by Dieshe

1 answer

Visualizing 28 different variables with 28 different colors?

ColorBrewer seems to be very useful in selecting a color pallet to represent factors that have up to 12 possible values. I have 28. Is it...

Asked on 01/07/2021 by kmace

1 answer

How can I extract the reason of the legal compensation from a court report?

I'm working on a project (court-related). At a certain point, I have to extract the reason of the legal compensation. For instance, let's take these sentences (from a court report)...

Asked on 01/07/2021 by Omar Souaidi

1 answer

Saving and Loading Tensorflow Model Results in Keras Error

For a project that I'm working on, I have created a simple model in TensorFlow that consists of a dense features layer followed by three dense layers.def build_model(arguments):...

Asked on 01/07/2021 by Aaron Jones

2 answer

Calculating an estimate of KL Divergence using the samples drawn from distributions

Given two sets of samples drawn from two different distributions, is it computationally possible to get an estimate of KL-Divergence between the two distribution using these samples? Here I am...

Asked on 01/07/2021 by Vijetha Gattupalli

2 answer

MLP conv layers

When should MLP conv layers be used instead of normal conv layers? Is there a consensus? Or is it the norm to try both and see which one performs better?...

Asked on 01/07/2021

2 answer

NLP SBert (Bert) for answer comparison STS

I've been researching a good way to automate short answer evaluation. Essentially a teacher gives a test with some questions like: Question: why did columbus sail westward to find asia?...

Asked on 01/07/2021 by b_the_builder

3 answer

If There is a case where decision trees are getting overfitted so by using gradient boost method do we solve that problem?

I have came across a case where my decision trees are getting overfitting so by using methods like gradient boost can I solve that problem....

Asked on 01/07/2021

1 answer

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