supervised-learning-algorithms

This is an experiment on text classification using different supervised learning classifiers and their variants conducted on the Reuters-21578 dataset. The aim is to evaluate the best performance for each of the classifiers by properly tuning the parameters of each classifier so that the least error is recorded during the classification.

nlp machine-learning kernel text-classification cross-validation naive-bayes-classifier support-vector-machine logistic-regression-algorithm supervised-learning-algorithms knn-classifier nltk-python reuters-dataset

Updated Sep 23, 2020
Python

zkt2018 / Credit_Risk_Analysis

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Using supervised learning classification model, the credit risk was analyzed for loan program in a financial institution.

python machine-learning classification supervised-learning-algorithms

Updated Jun 28, 2021
Jupyter Notebook

Elliott-dev / Machine-Learning-Predicting-Credit-Risk

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In this assignment, I will be building a machine learning model that attempts to predict whether a loan from LendingClub will become high risk or not.

machine-learning-algorithms logistic-regression machine-learning-library supervised-learning-algorithms random-forest-classifier supervised-classification-methods

Updated May 21, 2022
Jupyter Notebook

Sarah-Hesham-2022 / PendigitsDataset-FromScratch-Simple-KNNClassifier

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Building from scratch simple KNN Classifier without using frameworks built-in functions and applying it on the Pen Digits Dataset.

machine-learning-algorithms artificial-intelligence python-programming problem-solving supervised-learning-algorithms scratch-implementation pendigits datasciene k-nearest-neighbor-classifier models-generation

Updated Jan 28, 2023
Jupyter Notebook

1brahimmohamed / AI-in-Medical-Fields

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From Scratch Implemented Machine Learning Classifiers Algorithms for AI in Medical Fields Coursework (SBE3021)

machine-learning-algorithms reinforcement-learning-algorithms unsupervised-learning-algorithms supervised-learning-algorithms

Updated Jun 16, 2023
Jupyter Notebook

mardavsj / Machine-Learning-Algorithms

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It consists of basic concepts of Machine-Learning with its algorithms.

python machine-learning algorithms reinforcement-learning-algorithms unsupervised-learning-algorithms supervised-learning-algorithms

Updated Mar 7, 2024
Python

DaramolaDoes / data-science-r-chicago

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My R data science 2023 project that predicts coronavirus disease (covid19) hospitalizations, cases and fatalities in Chicago, IL.

supervised-machine-learning supervised-learning-algorithms covid19-data

Updated Apr 3, 2024
R

shanathvemula / framework_for_superwised_prediction

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This is the framework for supervised algorithms in mechine learning

python django neural-network bootstrap4 pandas neural-networks logistic-regression matplotlib preprocessing support-vector-machines decision-tree-classifier k-nearest-neighbours static-files numpy-arrays django-file-upload supervised-learning-algorithms media-files sckit-learn drop-function

Updated Jun 3, 2021
JavaScript

PolopTechnology / Breast-Cancer-Classification-System

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THIS IS FOR PRACTICE PURPOSES ONLY. Project for a coding course.

python supervised-learning classification-algorithm supervised-machine-learning supervised-learning-algorithms

Updated Feb 4, 2021
Python

Paulnkk / Modified-cutting-angle-method

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Modified Cutting angle method based on 'Cutting angle method - a tool for constrained global optimization'

global-optimization spline-approximation supervised-learning-algorithms

Updated Jul 21, 2022
Python

shuklayash02 / Diabetes_Prediction_Model

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Diabetes Prediction model Input=(Pregnancies,Glucose,BloodPressure,SkinThickness,Insulin,BMI,DiabetesPedigreeFunction,Age)

machine-learning machine-learning-algorithms prediction-model classification-algorithm supervised-machine-learning supervised-learning-algorithms classification-model diabetes-prediction

Updated Apr 5, 2023
Jupyter Notebook

ashva7 / finding_donors

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Finding Donor for CharityML - Machine Learning Nanodegree from Udacity

udacity supervised-learning ensemble-learning logistic-regression data-preprocessing grid-search udacity-nanodegree gradient-boosting-classifier stochastic-gradient-descent gradient-boosting udacity-machine-learning-nanodegree supervised-machine-learning ensemble-classifier supervised-learning-algorithms gridsearchcv finding-donors charityml layman-s-terms

Updated Aug 26, 2018
HTML

sametmemis / FPFS-kNN

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Fuzzy Parameterized Fuzzy Soft 𝑘-Nearest Neighbor Classifier

classifier machine-learning-algorithms fuzzy-sets classification-algorithm supervised-learning-algorithms soft-sets soft-matrices fpfs-matrices

Updated Oct 28, 2022

DPavanFrancis / CVD-Prediction-Analytics

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In this dealing with the "Health-care Domain". Data is about the Cardio Vascular Disease[CVD], where predicting whether the patient has CVD by using the features of data.