tree-classifiers

There are 18 repositories under tree-classifiers topic.

  • fasttrees/fasttrees

    A fast and frugal tree classifier for sklearn

    Language:Python13446

  • Brunopaes/mooncake

    This Data Science-like project is aimed on analyzing a bunch of techniques for False Negatives (Frauds classified as Non-Frauds) in a extreme imbalanced dataset - Financial Fraud and improving the predictors performance.

    Language:Jupyter Notebook7203

  • mahvash-siavashpour/Diabetes-Detection

    The goal of this project was to detect Diabetes using XGBoost based on the information of more than 70,000 patients through the questionnaire that they filled out for the Organization for Disease Control and Prevention.

    Language:Jupyter Notebook7100
  • TP-Organizacion-de-datos

    brunograssano/TP-Organizacion-de-datos

    TPs de la materia Organización de Datos - Catedra Collinet - FIUBA - 2C2020

    Language:Jupyter Notebook2200

  • heydarimo/Intelligent-Systems-Course

    This repository contains materials and course projects during attending the Intelligent Systems Course, for more detailed information please have a look at my Final_Report files which have been separately uploaded for each of the projects and consist of all required information about the implementations, analyses, and anything else you may concern about that!

    Language:Jupyter Notebook2100

  • JoKoum/stochastic-gradient-trees-python

    Stochastic Gradient Trees implementation in Python

    Language:Python2101

  • Faroja/Practice-Machine-Learning-11

    Machine Learning Practice Essemble Model Bagging, Using detailed EDA, Preprocessing Scheme, looking model with best performance F1 score, Hyperparamater Tunning for best models, and intrepertation

    Language:Jupyter Notebook1100

  • narjesno/Intelligent-Systems

    This repository contains all of the Machine Learning-related projects I've worked on. The projects are part of the undergraduate course at the University of Tehran.

    Language:Jupyter Notebook1100

  • arnabd64/CancerPrediction

    A project to build an ML model on the Cancer Prediction dataset

    Language:Jupyter Notebook0000

  • DavidLakeT/rocket

    Data science implementation for academic success prediction using C4.5 and Random Forest algorithms.

    Language:Kotlin0200

  • SamuelSousaFerreira/Curso-Dominando-Data-Science---Flai

    Aulas do curso Dominando Data Science da Flai.

    Language:Jupyter Notebook0100

  • skaraoglu/Forest-Cover-Type-Classification

    In this paper, we analyze the Forest Cover Dataset provided by UCI, build numerous classifiers to classify the forest cover type of a parcel of land, and evaluate the performance of the classifiers. To achieve this goal, we applied a step by step approach to the problem and explained the process thoroughly. We start the process with the data preprocessing. After adding id column and headers to the data in MS Excel, the data is stored in a “Comma Seperated Value” (.csv file) format. Following, definition of the libraries used in this project are provided. After applying data processing to the dataFrame, we examined and explained some features about the data that is crucial in the classification processes. In this process; plot of the data, correlation in the data columns, distribution of the data are the main focus. Furthermore, data is classified by different classifiers and these classifiers are cross validated with several hyperparameters to find the best tuning for each classifier. Afterwards we trained the classifiers with best hyperparameters and tested the performance on data. Finally we compared and analyzed the results.

    Language:Jupyter Notebook0000

  • ustyuzhaninky/Tensorflow-Tree

    Tensorflow implementation of a decision Tree

    Language:Python0000

  • Warpedro1/intro_machine-learning_classification

    This Jupyter Notebook serves as a comprehensive guide to performing support vector machine (LinearSVC) classification and calculating accuracy scores for machine learning tasks. It provides step-by-step instructions and code examples for building, training, and evaluating a LinearSVC classifier

    Language:Jupyter Notebook0100

  • carban/Heart-Desease

    AI basic project

    Language:Jupyter Notebook401

  • JoKoum/stochastic-gradient-trees-cython

    Stochastic Gradient Trees implementation in C++, Python

    Language:C++10

  • tech-espm/pgt-mooncake

    This Data Science-like project is aimed on analyzing a bunch of techniques for False Negatives (Frauds classified as Non-Frauds) in a extreme imbalanced dataset - Financial Fraud and improving the predictors performance.

    Language:Jupyter Notebook10

  • yuryalencar/DecisionTreeClassifierTitanicExample

    Project to classifier persons to die and not die by IA algorithm Decision Tree Classifier

    Language:Python10