#AVHacks - Twitter Hashtag

over 6 years ago

#avhacks You can convert continuous #variables to categorical variables using binning. In pandas, this can be done with only a couple of lines of code and the cut() function, where we just have to specify the bin ranges and the labels for each bin. Let's see this with an example

0

33

13

3

0

Analytics Vidhya

@AnalyticsVidhya

almost 7 years ago

#avhacks What do you do when you need a test dataset? A lot of times we may need dummy data to perform experimentations and sklearn provides easy functions for this task. Let's take up an example, we use make_regression function to make a test dataset for linear regression.

0

11

5

2

0

Analytics Vidhya

@AnalyticsVidhya

almost 7 years ago

#avhacks Scikit-learn has released its stable 0.22.1 version with new features and bug fixes. /1.. Bonus tip: You can specify the format of the numbers appearing in the boxes using the values_format parameter('n' for whole numbers, '.2f' for float, etc)

0

13

5

4

0

Analytics Vidhya

@AnalyticsVidhya

almost 7 years ago

#avhacks Scikit-learn has released its stable 0.22.1 version with new features and bug fixes. One new function is the plot_confusion_matrix function which generates an extremely intuitive and customisable confusion matrix for your classifier.

0

5

2

0

Jeffrey Volk @TheBigSug

almost 8 years ago

Wrapping up 4-hrs of video meetings in @MicrosoftTeams from my home office this morning. Why yes, that is a USB-powered vanity light rigged to the top of an original Amazon Echo providing some much needed fill light for the video. #avhacks #AVTweeps