Git Product home page Git Product logo

Comments (3)

reiinakano avatar reiinakano commented on May 21, 2024

Hi @leiserfg ! This is an interesting suggestion. Could you expound with an example of what you want to see?

from scikit-plot.

leiserfg avatar leiserfg commented on May 21, 2024

that's what i expected

from sklearn.datasets import load_digits as load_data
from sklearn.naive_bayes import GaussianNB

import matplotlib.pyplot as plt
from scikitplot import classifier_factory

X, y = load_data(return_X_y=True)
nb = GaussianNB()

#canvas can be a subplot instead a plot (imagine that you wanna compare classifiers)
plotter = classifier_factory(nb, canvas=plot)      
plotter.plot_roc_curve(X, y, random_state=1)
plt.show()

from scikit-plot.

reiinakano avatar reiinakano commented on May 21, 2024

Hi @leiserfg , sorry for the long time it took to answer this.

Anyway, all scikit-plot functions have an ax parameter that provides this functionality.

In the case of having a particular subplot to use as a canvas, you would do this.

from sklearn.datasets import load_digits as load_data
from sklearn.naive_bayes import GaussianNB

import matplotlib.pyplot as plt
from scikitplot import classifier_factory

X, y = load_data(return_X_y=True)
nb = GaussianNB()

#canvas can be a subplot instead a plot (imagine that you wanna compare classifiers)
plotter = classifier_factory(nb)      
plotter.plot_roc_curve(X, y, random_state=1, ax=plot)
plt.show()

from scikit-plot.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.