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adaboost-learning

Here are 38 public repositories matching this topic...

MK-ek11 / Implement-AdaBoost

Write a code to implement AdaBoost algorithm using decision stump to learn strong classifier

classifier data-mining numpy pandas boosting-algorithms decision-tree-classifier decision-stumps adaboost-learning

Updated Mar 11, 2023
Python

pwc2 / decision-trees

Implementation of decision trees for binary categorical data using numpy. Includes regular decision trees, random forest, and boosted trees.

decision-tree-classifier random-forest-classifier boosted-decision-trees adaboost-learning

Updated Nov 24, 2019
Python

NupurShukla / Handwritten-Digit-Recognition

neural-network numpy machine-learning-algorithms supervised-learning mnist-classification dimensionality-reduction logistic-regression convolutional-neural-networks pegasus boosting-algorithms support-vector-machines principal-component-analysis multi-class-classification csci567 mnist-handwriting-recognition adaboost-learning logitboost

Updated Aug 8, 2018
Python

dhamvi01 / Adaboost

adaboost boosting-algorithms adaboost-learning

Updated Nov 30, 2019
Python

danhdoan / AdaBoost-with-CGA

Face Detection by AdaBoost learning. Conformal Geometric Algebra is applied for feature extraction.

face-detection adaboost viola-jones conformal-geometry adaboost-learning

Updated May 8, 2018
Java

VictorUmunna / Loan_Prediction

A classification project to determine the eligibility of getting a loan after filling an online form

random-forest svm logistic-regression decision-trees xgboost-algorithm adaboost-learning

Updated Feb 7, 2021
Jupyter Notebook

mccurcio / anti-cancer-human-modeling

CART, K-Means, Apriori, Adaboost, RFE; models using Anti-cancer peptides vs Human proteins

random-forest eda pca kmeans cart boruta apriori-algorithm correlation-matrices adaboost-learning rfe

Updated Jan 25, 2020
HTML

sachink1729 / Tree-Based-Regression-Algorithms

This is my college practice work, where i try to learn and cover all the tree based regression algorithms (preferably in python).

random-forest machine-learning-algorithms ensemble-learning decision-trees gradient-boosting decision-tree-regression machine-learning-regression random-forest-regression gradient-boosting-regressor adaboosting adaboost-learning extra-trees-regressor decision-trees-learning machine-learning-tree

Updated Dec 2, 2020
Jupyter Notebook

weiyizhong95 / Woman-in-Data-Science

Use patient health data from MIT's GOSSIS(Global Open Source Severity of Illness Score) to do an experiment, in which we want to evaluate the question of which modeling strategy leads to the most effective predictions.

neural-network random-forest logistic-regression data-preprocessing neural adaboost-learning adversarial-validation

Updated Oct 22, 2020
Jupyter Notebook

sarahrosegallagher / Credit_Risk_Analysis

Machine Learning models compared to find the strongest predictor for credit risk

machine-learning decision-tree-classifier smote random-forest-classifier adaboost-learning smoteenn

Updated Jun 13, 2022
Jupyter Notebook

Employee-Attrition-Prediction-Model

sandeepyadav10011995 / Employee-Attrition-Prediction-Model

Bill Gates was once quoted as saying, "You take away our top 20 employees and we [Microsoft] become a mediocre company". This statement by Bill Gates took our attention to one of the major problems of employee attrition at workplaces. Employee attrition (turnover) causes a significant cost to any organization which may later on effect its overal…

machine-learning neural-network random-forest sklearn mnist decision-tree-classifier svm-classifier logi adaboost-learning employee-attrition

Updated Apr 24, 2020
Jupyter Notebook

katreparitosh / Income-Predictor-Model

Predict whether income exceeds 50K/yr based on census data.

machine-learning adaboost-learning

Updated May 24, 2019
Jupyter Notebook

doubleQ2018 / FaceVerification_cpp-coursework

Boosted multi-task learning for face verification

lbp face-verification adaboost-learning

Updated Mar 22, 2018
C++

abhishek-inamdar / wiki-language-detector

Language detector - Classification Algorithm

language-detection classification decision-tree-classifier adaboost-learning

Updated Aug 26, 2021
Python

smitkiri / ml-from-scratch

Implementation of various machine learning algorithms from scratch.

machine-learning adaboost decision-trees decision-tree decision-tree-classifier decision-tree-algorithm adaboost-learning adaboost-algorithm

Updated Dec 21, 2019
Python

vishwasourab / Predicting_Donors_for_CharityML

CharityML is a fictitious charity organization located in the heart of Silicon Valley that was established to provide financial support for people eager to learn machine learning. After nearly 32,000 letters were sent to people in the community, CharityML determined that every donation they received came from someone that was making more than $5…

data-science machine-learning artificial-intelligence adaboost-learning

Updated Dec 24, 2018
HTML

satyajeetmaharana / harddrivefailureprediction

In this project, we analyze and compare the performance of various machine learning algorithms (Linear Regression, Decision Tree, AdaBoost, XGBoost, Gradient Boosting and k- Nearest Neighbors) when used to predict hard drive failures using Backblaze data in the year 2018.

data-science machine-learning data-mining monitoring data-center business-analytics adaboost-learning predict-failures backblaze-data drive-failures

Updated Feb 9, 2020
HTML

en-ashay / Finding-Donors-for-Charity-ML

First project Of machine learning Nanodegree (Supervised Learning)

project ensemble-learning udacity-machine-learning-nanodegree supervised-machine-learning adaboost-learning

Updated Jul 28, 2018
HTML

VictorUmunna / Titanic_Challenge

A classification project to determine if a passenger survived the Titanic crash or not.

random-forest svm logistic-regression decision-trees xgboost-algorithm adaboost-learning

Updated Feb 7, 2021
Jupyter Notebook

Sandeep9975 / Adaboost-Algorithm

Adaboost, short for Adaptive Boosting, is a popular and powerful ensemble learning algorithm used in machine learning.

algorithm adaboost adaboost-learning adaboost-algorithm adaboost-implementation

Updated Jul 12, 2023

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