Classification using Pandas and Scikit-Learn

แชร์
ฝัง
  • เผยแพร่เมื่อ 18 ม.ค. 2025

ความคิดเห็น • 16

  • @zacharywilson7981
    @zacharywilson7981 7 ปีที่แล้ว +2

    This is a great overview of sklearn and pandas! THANKS!

  • @badatdoingmath
    @badatdoingmath 9 ปีที่แล้ว +1

    From 0 to 60 with Pandas in 45 minutes... Very nice!

  • @HerbLeisenfelder
    @HerbLeisenfelder 9 ปีที่แล้ว +1

    Thanks for posting this. There was a lot to process, so I've downloaded your notebook.

  • @YannisSP
    @YannisSP 7 ปีที่แล้ว +1

    :O Until now, I was thinking that sklearn does not support dataframes and I was (painfully sometimes) transforming them to arrays!!! Very informative video!!!

  • @williamaiken4568
    @williamaiken4568 8 ปีที่แล้ว +3

    This is the best intro to Pandas/Scikit-Learn video I've come across. I have one question, why use the "mean_absolute_error" to access accuracy? Isn't that a metric for scoring a regression model rather than a classification model?

  • @sashikapremarathne7597
    @sashikapremarathne7597 6 ปีที่แล้ว

    Thanks a lot. This is the best one if anyone needs to learn about classification!!

  • @ebird97
    @ebird97 9 ปีที่แล้ว

    This is a very nice video!
    Demonstrates the power of Pandas

  • @mustafaadam9697
    @mustafaadam9697 9 ปีที่แล้ว

    Why is there a link to the same video on another site, but no link for the github repository?!!
    Please post the link for the repository

  • @venugopalareddyragi2209
    @venugopalareddyragi2209 7 ปีที่แล้ว

    Thanks for posting this.Getting error like " ValueError: could not convert string to float: '>50K'" while running metrics.mean_absolute_error(y_test, dtree.predict(X_test)) . How to dubug?

  • @uniqueraj518
    @uniqueraj518 9 ปีที่แล้ว

    Very informative video, but can anybody reply me where do you run this line to generate image of decision tree
    dot -Tpng tree.dot -o tree.png
    i am in window and i tried to run in command prompt i tried by giving python full path too, i got error like global variable dot_parser is not defined , but i have installed pydot and dot_parser too
    I would be happy if anyone can help me to convert the dot file to png file

  • @MortenBunesGustavsen
    @MortenBunesGustavsen 8 ปีที่แล้ว +2

    here´s the link from the talk:
    github.com/jseabold/depy

  • @gbe8396
    @gbe8396 9 ปีที่แล้ว

    awesome talk

  • @achyutanandasahoo4775
    @achyutanandasahoo4775 7 ปีที่แล้ว

    great talk.

  • @ScottTsaiTech
    @ScottTsaiTech 7 ปีที่แล้ว

    Materials: github.com/jseabold/depy