tp02-datos's Introduction
# Trabajo Práctico 02: Clasificación y validación cruzada ## Bibliotecas necesarias: - numpy 1.26.4 - pandas 1.5.3 - matplotlib.pyplot 3.8.3 - scikit-learn 1.4.1.post1 - six 1.16.0 - seaborn 0.13.2 De la biblioteca scikit-learn será necesario importar los siguientes módulos con dichas funciones: - from sklearn.model_selection: train_test_split, GridSearchCV, cross_val_score - from sklearn.neighbors: KNeighborsClassifier - from sklearn.tree: DecisionTreeClassifier - from sklearn.metrics: accuracy_score, ConfusionMatrixDisplay ## Obs: En el archivo utils.py encontramos algunas funciones auxiliares. ## Obs: Por algun motivo, al utilizar grillas en algunos gráfico (con Seaborn), se agregan grillas en graficos que no deberian. ## Por lo tanto, dejo comentado las funciones que utilice para poner las grillas. ## Como correr el código: - Primero importamos las librerias, carpeta y datafrme. ## Obs: Luego de importar las librerias, a la variable carpeta debera asignarle la ruta a donde este su csv. - Luego, podemos ejecutar cada sección del codigo, dividida en Analisis Explotatorio, Clasificación binaria y Clasificacion multiclase por separado, preferentemente, en el orden antes mencionado.
tp02-datos's People
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.