Topic: "tree-classifiers"
fasttrees/fasttrees
A fast and frugal tree classifier for sklearn
Language: Python - Size: 213 KB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 5
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 Notebook - Size: 122 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 3
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 Notebook - Size: 1.74 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0
JoKoum/stochastic-gradient-trees-python
Stochastic Gradient Trees implementation in Python
Language: Python - Size: 85 KB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1
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 Notebook - Size: 23.9 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
brunograssano/TP-Organizacion-de-datos
TPs de la materia Organización de Datos - Catedra Collinet - FIUBA - 2C2020
Language: Jupyter Notebook - Size: 8.15 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0
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 Notebook - Size: 93.8 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
Maguids/Decision-Tree-Classifier
This project consists on creating a Decision Tree Classifier using ID3 (entropy based). Second Semester of the Second Year of the Bachelor's Degree in Artificial Intelligence and Data Science.
Language: Jupyter Notebook - Size: 2.5 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
arnabd64/CancerPrediction Fork of RohanChatt98/CancerPrediction
A project to build an ML model on the Cancer Prediction dataset
Language: Jupyter Notebook - Size: 141 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
JoKoum/stochastic-gradient-trees-cython
Stochastic Gradient Trees implementation in C++, Python
Language: C++ - Size: 112 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
SamuelSousaFerreira/Curso-Dominando-Data-Science---Flai
Aulas do curso Dominando Data Science da Flai.
Language: Jupyter Notebook - Size: 1.88 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
tech-espm/pgt-mooncake Fork of 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 Notebook - Size: 65.8 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
carban/Heart-Desease
AI basic project
Language: Jupyter Notebook - Size: 9.22 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1
yuryalencar/DecisionTreeClassifierTitanicExample
Project to classifier persons to die and not die by IA algorithm Decision Tree Classifier
Language: Python - Size: 35.2 KB - Last synced at: 2 months ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
ustyuzhaninky/Tensorflow-Tree Fork of benoitdescamps/Neural-Tree
Tensorflow implementation of a decision Tree
Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
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 Notebook - Size: 1.86 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
