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Data Science : Recent Questions and Answers (Page 232)

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

Orange cost sensitive classifier

How do I go about applying cost sensitive classifier in Orange? I need to get a confusion matrix and predictions for a specified ratio of FP and FN. ROC...

Asked on 01/30/2021

0 answer

Is there a package for using SQL to manipulate Pandas dataframes in Python?

Rather than learn a new package/language, I'd like to use my existing SQL skills to manipulate pandas dataframes in Python. Does anyone know of a way to do this, or...

Asked on 01/30/2021 by Sean McCarthy

4 answer

*(CATEGORIES[int(prediction[0][0])])* giving me different result for single image prediction from saved model

From a saved model, I am trying to predict a single image.I followed this code - https://www.youtube.com/watch?v=A4K6D_gx2Iw I am getting different result for two different command-...

Asked on 01/30/2021 by Sazida Binta Islam

0 answer

How to add previous predictions for new predictions in LSTM?

I am trying to train a model on a big data sequence like this [0.2 0.1 0.1 ..... 0.4 0.8] . I create X vectors with length 60 for inputs...

Asked on 01/29/2021 by user145959

1 answer

Machine Learning algorithms and Panel data

I have a large panel dataset composed of $N$ stocks, $T$ quarterly dates and $K$ features for each stock. The dataset looks like the following: ...

Asked on 01/29/2021

0 answer

Feature selection is not that useful?

I've been doing a few DataScience competitions now, and i'm noticing something quite odd and frustrating to me. Why is it frustrating? Because , in theory, when you read about...

Asked on 01/29/2021 by Blenz

2 answer

Correcting for one of multiple strong batch effects in a dataset

I am wondering which statistical tools to use when analysing data that have multiple strong batch effects (distributions vary from one batch to another). I would like to correct batch...

Asked on 01/29/2021 by The Half-Blood Prince

1 answer

What are the audio features to best describe a music?

I'm working on the content-based filtering part of a recommender system for an audio streaming project. I firstly used the k-mean algorithm with music genres and one-hot encoding to...

Asked on 01/29/2021 by Sacha Perin

2 answer

sine, cosine transformed cyclical features - am I losing information?

If I use sine, cosine transformation for cyclical features (e.g. weekday or hour of the day), do I lose information if the first ordinal value was 0 respectively? Assume hours...

Asked on 01/29/2021 by jacobumland

1 answer

How to train NER LSTM on single sentence level

My documents are only a single sentence long, containing one annotation.Sentences with the same named entity of course are similar, but not context-wise. NER training examples (afaik) always has...

Asked on 01/29/2021 by Rien

1 answer

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