Projects in Awesome Lists tagged with decision-tree-classifier
A curated list of projects in awesome lists tagged with decision-tree-classifier .
https://github.com/suji04/ml_from_scratch
Implementation of basic ML algorithms from scratch in python...
decision-tree-classifier decision-tree-regression gradient-descent k-means-clustering knn-algorithm linear-regression logistic-regression python stochastic-gradient-descent youtube-channel
Last synced: 06 Apr 2025
https://github.com/milaan9/python_decision_tree_and_random_forest
I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have been explained in detail with graphics for better understanding.
cart-algorithm decision-tree decision-tree-algorithm decision-tree-classification decision-tree-classifier decision-tree-id3 decision-tree-playgolf dtreeviz graphviz id3-algorithm iris-classification python-decision-tree python-decisiontreeclassifier python-tutorial-github python-tutorial-notebook python4beginner python4datascience python4everybody random-forest tutor-milaan9
Last synced: 23 Oct 2025
https://github.com/milaan9/Python_Decision_Tree_and_Random_Forest
I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have been explained in detail with graphics for better understanding.
cart-algorithm decision-tree decision-tree-algorithm decision-tree-classification decision-tree-classifier decision-tree-id3 decision-tree-playgolf dtreeviz graphviz id3-algorithm iris-classification python-decision-tree python-decisiontreeclassifier python-tutorial-github python-tutorial-notebook python4beginner python4datascience python4everybody random-forest tutor-milaan9
Last synced: 04 May 2025
https://github.com/itachi9604/healthcare-chatbot
a chatbot based on sklearn where you can give a symptom and it will ask you questions and will tell you the details and give some advice.
advice chatbot decision-tree-classifier healthcare-chatbot sklearn symptom
Last synced: 16 May 2025
https://github.com/thieu1995/mafese
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
decision-tree-classifier dimensionality-reduction feature-extraction feature-selection genetic-algorithm harris-hawks-optimization knn-classifier machine-learning mutual-information optimization pearson-correlation-coefficient relief-f subset-selection svm-classifier wrapper-methods
Last synced: 14 Aug 2025
https://github.com/harshcasper/brihaspati
Collection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥
artificial-intelligence artificial-neural-networks computer-vision decision-tree-classifier deep-learning linear-regression logistic-regression machine-learning neural-network notebooks
Last synced: 21 Mar 2025
https://github.com/thedefibat/road-accidents-prediction-and-classification
Final Year Project on Road Accident Prediction using user's Location,weather conditions by applying machine Learning concepts.
decision-tree-classifier random-forest-classifier scikitlearn-machine-learning
Last synced: 02 Jan 2026
https://github.com/kapilsinghnegi/fake-news-detection
This project detects whether a news is fake or not using machine learning.
decision-tree-classifier fakenewsdetection gradient-boosting-classifier logistic-regression machine-learning python random-forest-classifier scikit-learn sklearn
Last synced: 06 Apr 2025
https://github.com/starkblaze01/artificial-intelligence-codes
Collection of Artificial Intelligence Algorithms implemented on various problems
adaptive-smoothing artificial-intelligence-algorithms confidence-intervals decision-tree-classifier epsilon-greedy gaussian-mixture-models genetic-algorithm hidden-markov-model hierarchical-clustering hopfield-network jealous-husband k-means-clustering k-sat menace reinforcement-learning travelling-salesman-problem
Last synced: 16 Mar 2025
https://github.com/starkblaze01/Artificial-Intelligence-Codes
Collection of Artificial Intelligence Algorithms implemented on various problems
adaptive-smoothing artificial-intelligence-algorithms confidence-intervals decision-tree-classifier epsilon-greedy gaussian-mixture-models genetic-algorithm hidden-markov-model hierarchical-clustering hopfield-network jealous-husband k-means-clustering k-sat menace reinforcement-learning travelling-salesman-problem
Last synced: 19 Apr 2025
https://github.com/mainakrepositor/stress-level-detector
Detects the stress level of an individual using Machine Learning Algorithms
decision-tree-classifier detection-model machine-learning mental-health-awareness mini-project multi-class-classification python3 slider-component streamlit-webapp stress-level
Last synced: 03 Sep 2025
https://github.com/mainakrepositor/cardiac-arrest-predictor
Predicts the chances of occurrence of cardiac arrest in an individual using machine learning algorithms
decision-tree-classifier heart-disease heroku-deployment machine-learning mini-project python3 readme slider-component streamlit-webapp
Last synced: 02 May 2025
https://github.com/mainakrepositor/diabetes-prediction-system
Predict Diabetes and its possibility of occurrence from the pathological lab reports on your own.
data-science dataset-generation decision-tree-classifier diabetes-prediction multipage-application randomforestclassifier slider-component streamlit-webapp visualization webapplication
Last synced: 02 Aug 2025
https://github.com/yeaseen/ml_pattern
:trident: Some recognized algorithms[Decision Tree, Adaboost, Perceptron, Clustering, Neural network etc. ] of machine learning and pattern recognition are implemented from scratch using python. Data sets are also included to test the algorithms.
adaboost-learning als-algorithm artificial-neural-networks basic-learning binary-perceptron decision-tree-classifier multiclass-classification multiclass-kersel numpy perceptron-learning-algorithm pocket python recommendation-algorithm reward-and-punishment scikit-learn scratch template-matching
Last synced: 07 May 2025
https://github.com/soumilgit/xyz-bank-customer-churn-predictor
A modular bank customer churn predictor ML project leveraging Groq API, Streamlit, Supabase, SciPy, Plotly and EmailJS, alongside libraries - NumPy, Pandas, Utils, OS, Base64, Re, Pillow & DateTime.
decision-tree-classifier emailjs fintech html-css-javascript jupyter-notebook mlops naive-bayes-classifier openai pickle-file pillow-library python qwen3-32b rag-pipeline random-forest-classifier scikit-learn smote streamlit supabase svm-classifier xgboost-classifier
Last synced: 06 Sep 2025
https://github.com/mainakrepositor/liver-disease-prediction
Detect and predict the onset or presence of hepatic disease in the patient using machine learning
decision-tree-classifier dep machine-learning streamlit
Last synced: 02 May 2025
https://github.com/danwild/decision-tree-builder
Build serialisable flowchart-style decision trees with D3.
d3 d3-visualization d3v4 decision-diagrams decision-tree-classifier decision-trees flowchart
Last synced: 15 Apr 2025
https://github.com/ksdkamesh99/spam-classifier
A Natural Language Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like multinomial-naive-bayes,logistic regression,svm,decision trees to compare accuracy and using various data cleaning and processing techniques like PorterStemmer,CountVectorizer,TFIDF Vetorizer,WordnetLemmatizer. It is implemented using LSTM and Word Embeddings to gain accuracy of 97.84%.
bag-of-words count-vectorizer decision-tree-classifier embeddings logistic-regression lstm-neural-networks multinomial-naive-bayes naive-bayes-classifier porter-stemmer sms-spam-detection support-vector-machines tfidf-vectorizer wordnetlemmatizer
Last synced: 12 May 2025
https://github.com/mehtabhavin10/insurance_fraud_detection
:mag: | :chart_with_upwards_trend: | Life / Health Insurance Fraud Detection | :clipboard: | (Codeshahstra Round 1 Hackathon)
algorithms competition css decision-tree-classifier django fraud-detection graphjs hackathon html insurance mlp-classifier python responsive-web-design teamwork
Last synced: 06 May 2025
https://github.com/kanchitank/mushroom-classification
A machine-learning project to determine if a certain mushroom is edible or poisonous.
decision-tree-classifier knearest-neighbor-classifier logistic-regression machine-learning machine-learning-algorithms mushroom-classification mushroom-dataset naive-bayes-classifier random-forest-classifier support-vector-machines
Last synced: 07 May 2025
https://github.com/bharathsudharsan/ml-classifiers-on-mcus
Supplementary material for IEEE Services Computing paper 'An SRAM Optimized Approach for Constant Memory Consumption and Ultra-fast Execution of ML Classifiers on TinyML Hardware'
adafruit-feather arduino arm-cortex-m0 code-generation decision-tree-classifier efficient-inference esp32 microcontroller optimization random-forest-classifier stm32 tinyml
Last synced: 23 Apr 2025
https://github.com/dalageo/ml-titanicshipwreck
Exploring the World's Most Renowned Shipwreck 🚢
data-science decision-tree-classifier logistic-regression machine-learning python random-forest-classifier scikit-learn stacking-ensemble titanic-dataset xgboost-classifier
Last synced: 04 Sep 2025
https://github.com/teddyoweh/titanic-decision-tree-classifier
Decision Tree Classifier on the Titanic Dataset to determine if a person survived
decision-tree-classifier machine-learning machine-learning-algorithms python
Last synced: 01 Jul 2025
https://github.com/somjit101/facebook-friend-recommendation
This is a friend recommendation systems which are used on social media platforms (e.g. Facebook, Instagram, Twitter) to suggest friends/new connections based on common interests, workplace, common friends etc. using Graph Mining techniques. Here, we are given a social graph, i.e. a graph structure where nodes are individuals on social media platforms and a directed edges (or 'links') indicates that one person 'follows' the other, or are 'friends' on social media. Now, the task is to predict newer edges to be offered as 'friend suggestions'.
bagging-ensemble boosting-ensemble cross-validation decision-tree-classifier decision-trees facebook-friend-recommendation gradient-boosting graph graph-algorithms graph-similarity graph-theory machine-learning randomizedsearchcv social-network social-network-analysis xgboost
Last synced: 14 Apr 2025
https://github.com/bhattbhavesh91/visualize-decision-tree
🌲 Decision Tree Visualization using GraphViz and Python
decision-tree decision-tree-classifier decision-tree-visualization graphviz python
Last synced: 17 Apr 2025
https://github.com/sushant1827/Human-Activity-Recognition-with-Smartphones
Kaggle Machine Learning Competition Project : To classify activities into one of the six activities performed by individuals by reading the inertial sensors data collected using Smartphone.
accelerometer classification confusion-matrix decision-tree-classifier exploratory-data-analysis gradient-boosting-classifier grid-search gridsearchcv gyroscope human-activity-recognition iot-application kernel-svm-classifier linear-discriminant-analysis logistic-regression python-3 random-forest-classifier rbf-classifier seaborn support-vector-machine t-sne
Last synced: 14 Oct 2025
https://github.com/FlorentAvellaneda/InferDT
The code of AAAI20 paper "Efficient Inference of Optimal Decision Trees"
classification-algorithm decision-tree-classifier machine-learning optimal-decision-trees
Last synced: 11 May 2025
https://github.com/kevalmorabia97/id3-decision-tree-classifier-in-java
ID3 Decision Tree Classifier for Machine Learning along with Reduced Error Pruning and Random Forest to avoid overfitting
decision-tree-classifier id3-algorithm machine-learning random-forest
Last synced: 10 Jul 2025
https://github.com/ruban2205/data-science-introduction
Welcome to the Data Science Introduction repository! This repository is designed to provide an introduction to the field of data science, covering various topics and techniques commonly used in the industry.
classification-algorithm data-science data-visualization decision-tree-classifier exploratory-data-analysis knn knn-classification python simple-linear-regression
Last synced: 11 Jul 2025
https://github.com/haroldeustaquio/data-mining-unam
This repository showcases projects from the Data Mining course at UNAM, Mexico. It includes analyses of customer behavior, sales transactions, and a sequence-to-sequence model for text generation based on the Harry Potter series, all developed and presented throughout the semester.
apriori-algorithm arima-model association-algorithm association-rules classification clustering decision-tree-classifier fp-growth-algorithm logistic-regression machine-learning mineria-de-datos neural-network regression-models rnn seq-to-seq seq2seq triple-exponential-smoothing unam
Last synced: 12 Sep 2025
https://github.com/nano-bot01/heart-disease-prediction-system-using-machine-learning
A Heart Disease Prediction System built on machine learning
ankit-nainwal decision-tree-classifier heart-decease-predictor heart-disease heart-disease-logistic-regression heart-disease-prediction jupyter-notebook knn-classification machine-learning ml naive-bayes-classifier nano-bot01 prediction-model python3 regression-models svm svm-classifier
Last synced: 11 Apr 2025
https://github.com/khaledashrafh/dt-banknote-authenticator
This Python code utilizes the decision tree algorithm from the scikit-learn library to perform banknote authentication. The code aims to analyze the impact of different train-test split ratios and training set sizes on the accuracy and size of the learned decision tree.
banknote-authentication decision-tree decision-tree-classifier dt machine-learning matplotlib-pyplot models numpy pandas plotting sklearn
Last synced: 17 Oct 2025
https://github.com/shanathvemula/framework_for_superwised_prediction
This is the framework for supervised algorithms in mechine learning
bootstrap4 decision-tree-classifier django django-file-upload drop-function k-nearest-neighbours logistic-regression matplotlib media-files neural-network neural-networks numpy-arrays pandas preprocessing python sckit-learn static-files supervised-learning-algorithms support-vector-machines
Last synced: 15 May 2025
https://github.com/shanathvemula/framework_for_superwised_prediction2
decision-tree-classifier django k-nearest-neighbor-classifier logistic-regression mechanical-keyboard navie-bayes-algorithm numpy numpy-arrays pandas pandas-dataframe python sklearn supervised-learning support-vector-machines
Last synced: 15 May 2025
https://github.com/chaitanyac22/fraud_analytics_credit_card_fraud_detection
The aim of this project is to predict fraudulent credit card transactions with the help of different machine learning models.
adasyn banking credit-card-fraud-detection data-analysis decision-tree-classifier fraud-analytics hyperparameter-optimization hyperparameter-tuning imblearn kneighborsclassifier logistic-regression machine-learning-algorithms oversampling pipelines power-transformers random-forest-classifier randomoversampler smote svm-classifier xgboost-classifier
Last synced: 13 Apr 2025
https://github.com/shaadclt/fake-news-detection-decisiontreeclassifier
This project involves detecting fake news using a decision tree classifier in Jupyter Notebook. Fake news detection is an important task in the field of natural language processing and machine learning, as it helps identify and filter out misleading or false information.
count-vectorizer decision-tree-classifier
Last synced: 09 Apr 2025
https://github.com/a-poor/spotify-skip-prediction
Using a dataset of listening sessions to predict whether or not a user would skip a given track
classification data-science decision-tree-classifier gradient-boosting postgresql spotify
Last synced: 03 Aug 2025
https://github.com/nfisher/dtgo
Decision tree in Go based on @random-forests example
decision-tree-classifier golang
Last synced: 15 May 2025
https://github.com/salvatorebarone/pyals-rf
Approximate Logic Synthesis of Random Forest classifiers
approximate-computing approximation decision-tree-classifier random-forest
Last synced: 20 Aug 2025
https://github.com/csinva/trees-to-networks
Bridging random forests and deep neural networks. Partial implementation of "Neural Random Forests" https://arxiv.org/abs/1604.07143
artificial-intelligence classification decision-tree decision-tree-classifier deep-learning machine-learning machinelearning neural-network neural-networks paper-implementations python pytorch random-forest scikit-learn statistics
Last synced: 02 Apr 2025
https://github.com/avestura/scikit-heart-disease-classifier
💚 A heart disease classifier using 4 SVM kernels and decision trees, with PCA, ROC, pruning, grid search cv, confusion matrix, and more
confusion-matrix cost-complexity-pruning decision-tree decision-tree-classifier grid-search-cross-validation linear-kernel one-hot-encoding pca poly-kernel pruning rbf-kernel roc sigmoid-kernel svm svm-classifier
Last synced: 03 Mar 2025
https://github.com/saahen-sriyan-mishra/machine-learning-python
This Repo. contains all my Python based Machine Learning projects using numerous algorithms for the purpose of Classification, Clustering, Recommendation, Prediction and Anomaly Detection.
classification clustering convolutional-neural-networks decision-tree-classifier gradient-boosting knn-classifier logistic-regression lstm-model machine-learning numpy pandas prediction random-forest regression support-vector-machines tinker xgboost
Last synced: 10 Sep 2025
https://github.com/pavankethavath/microsoft-classifying-cybersecurity-incidents-with-ml
A machine learning pipeline for classifying cybersecurity incidents as True Positive(TP), Benign Positive(BP), or False Positive(FP) using the Microsoft GUIDE dataset. Features advanced preprocessing, XGBoost optimization, SMOTE, SHAP analysis, and deployment-ready models. Tools: Python, scikit-learn, XGBoost, LightGBM, SHAP and imbalanced-learn
classificationreport correlation-analysis dataanalysis decision-tree-classifier exploratory-data-analysis feature-engineering feature-selection gradientboosting hyperparameter-tuning joblib lgbmclassifier logistic-regression machine-learning modelselection pandas randomforestclassifier randomsearchcv shap smote xgboost-classifier
Last synced: 23 Apr 2025
https://github.com/mardavsj/mushroom-classification
This repository classifies mushrooms as poisonous or edible using various machine learning algorithms
classification-algorithims decision-tree-classifier machine-learning-algorithms naive-bayes-classifier python support-vector-machine
Last synced: 08 Apr 2025
https://github.com/sermonzagoto/classification
Supervised Machine Learning Algorithms
data-science decision-tree-classifier machine-learning-algorithms pandas-python python scikitlearn-machine-learning
Last synced: 23 Mar 2025
https://github.com/vignesh1507/ai-medical-chatbot
This project is simply a symptom checker and i believe we tried to accomplish that successfully. This project can be scaled more and we are continuously working upon it.
artificial-intelligence decision-tree-classifier hacktoberfest hacktoberfest2024 nlp-machine-learning svm-classifier
Last synced: 14 Apr 2025
https://github.com/mafrs47/lung_cancer_prediction
This project predicts lung cancer risks using machine learning models like Random Forest, Logistic Regression, and SVM. It analyzes patient data with features such as age, smoking habits, and symptoms. Data preprocessing, visualization, and performance evaluation ensure accurate predictions for early diagnosis.
cnn computational-pathology convolutional-neural-networks decision-tree-classifier decision-trees deep-learning gradientboosting histopathology jupyter-notebook lung-cancer multiple-instance-learning scikit-learn svm xgboost
Last synced: 28 Oct 2025
https://github.com/cseas/ml-projects
Machine Learning projects using traditional algorithms.
algorithm classifier decision-tree-classifier iris machine-learning nearest-neighbors neural-network
Last synced: 04 Nov 2025
https://github.com/senzmaki/nyakamwizi
A credit card fraud detection machine learning model
data-science data-science-projects decision-tree decision-tree-classifier joblib jupyter-notebook machine-learning numpy pandas python scikit-learn
Last synced: 30 Dec 2025
https://github.com/camilajaviera91/bagging-with-kaggle
Code in which an initial approach to decision trees and bagging will be made, and an attempt will be made to ensure that the model can be trained with any dataset coming from Kaggle (for this, we will again use the 'connect with Kaggle' project).
accuracy-score bagging-classifier curses decision-tree-classifier kaggle labelencoder pandas python simpleimputer sklearn-library train-test-split
Last synced: 07 Sep 2025
https://github.com/bhattbhavesh91/dtreeviz-tutorial
Visualize a Decision Tree using dtreeviz
decision-tree-algorithm decision-tree-classifier decision-tree-regression decision-trees dtreeviz machine-learning model-interpretation python visualization
Last synced: 19 Jul 2025
https://github.com/shaadclt/hate-speech-detection
This project implements a hate speech detection model using a decision tree classifier and Twitter data.
decision-tree-classifier nltk streamlit
Last synced: 28 Mar 2025
https://github.com/kevinlin1/text-classifier
Implementing a decision tree data type for text classification.
decision-tree decision-tree-classifier education java text-classification
Last synced: 08 Apr 2025
https://github.com/sushant1827/credit-card-fraud-detection
Demonstrates the use of ML for Anomaly Detection for Credit Card Transactions: Identifying Fraudulent Activity using Imbalanced Data
anamoly-detection correlation-analysis data-scaling data-visualization decision-tree-classifier exploratory-data-analysis gridsearchcv imbalanced-data knn-classifier logistic-regression near-miss outlier-detection outlier-removal precision-recall-curve random-forest-classifier roc-auc roc-auc-curve svc under-sampling
Last synced: 12 Apr 2025
https://github.com/mdaiyub/heart-disease-prediction
Heart disease describes a range of conditions that affect your heart. Diseases under the heart disease umbrella include blood vessel diseases, such as coronary artery disease, heart rhythm problems (arrhythmia), and heart defects you’re born with (congenital heart defects), among others.
confusion-matrix data-science decision-tree-classifier gaussiannb kneighborsclassifier logistic-regression machine-learning matplotlib-pyplot numpy pandas python random-forest-classifier seaborn svc-svm
Last synced: 11 Mar 2025
https://github.com/sushant1827/machine-learning-for-predictive-maintenance
Demonstrate the application of machine learning on a real-world predictive maintenance dataset, using measurements from actual industrial equipment.
binary-classification classification-report confusion-matrix data-imbalance data-visualization decision-tree-classifier exploratory-data-analysis feature-engineering feature-importance feature-selection gradient-boosting-classifier imbalanced-data multi-class-classification roc-auc-curve
Last synced: 12 Apr 2025
https://github.com/andi611/naive-bayes-and-decision-tree-classifiers
Naive Bayes and Decision Tree Classifiers implemented with Scikit-Learn and Graphviz visualization (Datasets - News, Mushroom, Income)
adult-dataset data-mining data-mining-algorithms decision-tree decision-tree-algorithm decision-tree-classifier decision-trees graphviz income-dataset mushroom-classification mushroom-classifier naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier news-data scikit-learn scikitlearn-machine-learning sklearn
Last synced: 24 Mar 2025
https://github.com/spignelon/letter-recognition_project-ml
A machine learning project for letter recognition using SVM, KNN, and Decision Tree, Random Forest, and Naive Bayes algorithms. Includes data preprocessing, model training, evaluation, and visualization, and research report.
decision-tree-classifier knn-classifier letter-recognition machine-learning machinelearning naive-bayes-classifier random-forest-classifier research research-paper research-project scikit-learn svm-classifier uci-dataset uci-machine-learning
Last synced: 26 Oct 2025
https://github.com/saeedanbarimoghadam/breast-cancer-detection-using-machine-learning-algorithms
boosting-algorithms datamining decision-tree-classifier decision-trees knn-classification machine-learning machine-learning-algorithms random-forest random-forest-classifier svm-model
Last synced: 27 Aug 2025
https://github.com/sevdanurgenc/decisiontreesbypatternrecognition
Decision Trees by Pattern Recognition, classification on a dataset of breast cancer
breast-cancer-classification breast-cancer-wisconsin classification decision-tree-classifier decision-trees matlab pattern-recognition
Last synced: 10 Oct 2025
https://github.com/prbpedro/tcc_puc
Trabalho de Conclusão de Curso da Pós-graduação Lato Sensu em Ciência de Dados e Big Data - PUCMG
classification decision-tree-classifier logistic-regression machine-learning python scraping sklearn svm-classifier
Last synced: 23 Aug 2025
https://github.com/walidbosso/r_data_mining
Extract knowledge from a data using different techniques, including Association Rules Hierarchical Agglomerative Clustering (HAC) K-means Clustering Decision Trees
association-rule-mining association-rules clustering data-analysis data-mining data-science data-visualization decision-tree-classifier decision-trees exportation extract-data hac hierarchical-clustering k-means k-means-clustering k-means-r r-programming r-studio
Last synced: 23 Mar 2025
https://github.com/sushantdhumak/credit-card-fraud-detection
Demonstrates the use of ML for Anomaly Detection for Credit Card Transactions: Identifying Fraudulent Activity using Imbalanced Data
anamoly-detection correlation-analysis data-scaling data-visualization decision-tree-classifier exploratory-data-analysis gridsearchcv imbalanced-data knn-classifier logistic-regression near-miss outlier-detection outlier-removal precision-recall-curve random-forest-classifier roc-auc roc-auc-curve svc under-sampling
Last synced: 26 Mar 2025
https://github.com/sushantdhumak/machine-learning-for-predictive-maintenance
Demonstrate the application of machine learning on a real-world predictive maintenance dataset, using measurements from actual industrial equipment.
binary-classification classification-report confusion-matrix data-imbalance data-visualization decision-tree-classifier exploratory-data-analysis feature-engineering feature-importance feature-selection gradient-boosting-classifier imbalanced-data multi-class-classification roc-auc-curve
Last synced: 26 Mar 2025
https://github.com/kohlerhector/dpdt-py
Implementation of Dynamic Programming Decision Tree algorithm (Kohler et. al. 2024).
decision-tree-classifier decision-trees dynamic-programming scikit-learn scikitlearn-machine-learning sklearn sklearn-classifier
Last synced: 14 Apr 2025
https://github.com/mdaiyub/house-price-prediction
Predicting house prices can help determine the selling price of a house in a particular region and can help people find the right time to buy a home.
confusion-matrix decision-tree-classifier gaussiannb kneighborsclassifier logistic-regression machine-learning matplotlib-pyplot numpy pandas random-forest-classifier seaborn svc-svm
Last synced: 12 Dec 2025
https://github.com/ymorsi7/hatespeechnlp
Detecting and analyzing hate speech on videos relating to sexism on a right-wing platform (NLTK, scikit-learn, pandas).
decision-tree-classifier nlp nlp-machine-learning nltk-python pandas scikit-learn tf-idf
Last synced: 16 Mar 2025
https://github.com/dolongbien/ml2018
Machine Learning Fall 2018
decision-tree-classifier dimensionality-reduction jupyter-notebook machine-learning-algorithms naive-bayes-classifier neural-networks python scikit-learn
Last synced: 30 Dec 2025
https://github.com/smsraj2001/customer-churn-prediction
A Machine learning based approach on customer churn analysis in python.
ann customer-churn-prediction decision-tree-classifier id3-algorithm jupyter-notebook machine-learning svm test-train-split
Last synced: 21 Feb 2025
https://github.com/m-rishab/credbet
A loan prediction web app which tells You that you are eligible for loan or not!
decision-tree-classifier matplotlib numpy pandas python scikit-learn
Last synced: 30 Dec 2025
https://github.com/estevesx10/eiacd-video-games
Video Games Dataset Analysis [Elements of AI & DS Course Project]
decision-tree-classifier exploratory-data-analysis feature-engineering knn-classifier
Last synced: 17 Mar 2025
https://github.com/bhimrazy/iris-species-prediction-using-decision-tree-algorithm-grip
Iris Species Intelligence: Classifying Iris Species with Confidence using Decision Trees | The Sparks Foundation: GRIP
decision-tree-classifier fastapi gripjan23 machine-learning python scikit-learn sparkfoundation
Last synced: 30 Dec 2025
https://github.com/ahmad-ali-rafique/adult-income-dataset
This repository contains a Jupyter Notebook exploring the adult income dataset. The notebook performs Exploratory Data Analysis (EDA), including visualizations with charts and graphs. Additionally, it implements various classification models to predict income and analyzes their accuracy.
accuracy classification dataanalytics datavisualization-project decision-tree-classifier eda evaluation evaluation-metrics exploratory-data-analysis logistic-regression machine-learning random-forest-classifier
Last synced: 23 Jun 2025
https://github.com/sai-manas/diabetes_predictor_ml
Diabetes Predictor Web App Predict diabetes in patients using classification models such as Logistic Regression, Decision Tree, Naive Bayes, and Support Vector Machines. It is deployed in a Flask web application on AWS Elastic Beanstalk.
data-science decision-tree-classifier diabetes-prediction logistic-regression machine-learning-algorithms naive-bayes-classifier python3 support-vector-classifier
Last synced: 17 Mar 2025
https://github.com/grachale/predict_titanik
Predicting the survival of Titanic passengers (binary classification) with usage of decision tree and KNN from scikit-learn.
classification decision-tree-classifier knn-classifier matplotlib pandas python scikit-learn titanic-survival-prediction
Last synced: 27 Nov 2025
https://github.com/mirokeimioniemi/classifying-software-pirates
Exploring the factors driving people into software piracy by training two machine learning models to predict whether a person with certain characteristics and sentiments is likely to possess any pirated software or not using a dataset collected via a survey targeting users of music production software.
data-analysis data-science decision-tree-classifier logistic-regression machine-learning piracy python software-piracy survey
Last synced: 28 Feb 2025
https://github.com/amitrajitbose/boston-subway-train-travel-time
I love to sleep. Yet, I want to get to work on time. When to set my alarm?
decision-tree decision-tree-classifier python3
Last synced: 09 Apr 2025
https://github.com/aman-095/decision-tree-classifier-and-regressor
Implementation of Decision tree classifier and regressor on Drugs and concrete dataset. Includes knowledge about Information gain and Gini index
decision-tree-classifier decision-tree-regression machine-learning metrics-visualization visualisation
Last synced: 14 Jul 2025
https://github.com/kalthommusa/udacity-intro-to-ml-with-tensorflow
This repository contains my collections of labs' notebooks from Udacity's Intro to ML with TensorFlow.
accuracy adaboost artificial-intelligence bagging cross-validation decision-tree-classifier linear-regression logistic-regression machine-learning-algorithms naive-bayes-algorithm perceptron-algorithm precision random-forest recall supervised-learning support-vector-machines tensorflow
Last synced: 10 Mar 2025
https://github.com/mahnoorsheikh16/loan-default-prediction
Credit risk is the borrower’s inability to repay a loan. Machine Learning models can predict risky customers and reduce lender losses. By analyzing behavior and demographics of past customers, these insights can apply to future customers for better loan decisions. This study aims to find the most suitable model for predicting loan defaults.
auc-score binary-classification-algorithms credit-card-fraud-detection data-cleaning data-science decision-tree-classifier exploratory-data-analysis loan-default-prediction logistic-regression machine-learning naive-bayes-classifier pre-processing python random-forest-classifier support-vector-machines xgboost-classifier
Last synced: 29 Nov 2025
https://github.com/ahmetcansolak/decision-tree-classifier-scikit-learn
A simple decision tree classifier example using scikit-learn
decision-tree-classifier python scikit-learn
Last synced: 03 Jul 2025
https://github.com/witch-world/iris-flower-classification-decision-tree-classifier
ai algorithms artificial-intelligence decision-tree decision-tree-classifier machine-learning machine-learning-algorithms machinelearning-python matplotlib numpy numpy-arrays pandas pandas-dataframe pandas-python python python3 scikit-learn
Last synced: 05 Mar 2025
https://github.com/rmodi6/linear-discriminant-trees
Linear Discriminant Decision Tree classifier implemented in Python
decision-tree-classifier linear-discriminant-analysis linear-discriminant-trees machine-learning python3
Last synced: 28 Feb 2025
https://github.com/techshot25/baltimore-911-calls
Analysis of 911 calls provided by the city of Baltimore.
data-analysis data-science decision-tree-classifier logistic-regression machine-learning machine-learning-algorithms statistics
Last synced: 25 Feb 2025
https://github.com/yogeshnile/iris-flower-classification-using-machine-learning
This is basic Machine Learning project of Iris Flower Classification
decision-tree-classifier iris-flower-classification kneighborsclassifier machine-learning python sklearn
Last synced: 22 Nov 2025
https://github.com/audrbar/ml-classification
Classification Methods in Machine Learning
classification decision-tree-classifier gaussian kneighborsclassifier logistic-regression random-forest-classifier
Last synced: 27 Aug 2025
https://github.com/fabritsius/decision-tree-classifier
Handmade Decision Tree Classifier
classifier decision-tree-classifier diy machine-learning python python3
Last synced: 10 Jul 2025
https://github.com/scify/machine-learning-decision-trees-robot
A simple playground app to showcase the mechanisms of Machine Learning
actions decision-tree decision-tree-classifier decision-trees github-actions github-pages machine-learning machine-learning-projects machinelearning single-page-app vue vue-cli vue-components vuejs vuejs2 web-app web-application webapp
Last synced: 12 Apr 2025
https://github.com/haukzero/decisiontree-strat-from-scratch
依据西瓜书从零开始手写决策树分类器，只使用 pandas, numpy, graphviz 三个扩展包，其中 graphviz 用于将生成的树可视化
decision-tree-classifier machine-learning numpy python start-from-scratch
Last synced: 04 Apr 2025
https://github.com/mohitbansal964/machine-learning-algorithms
Implementation of machine learning algorithms like linear regression, logistic regression, decision trees, etc. in python
decision-tree-classifier decision-trees jupyter-notebook linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes naive-bayes-classifier python python3 random-forest sklearn
Last synced: 31 Dec 2025
https://github.com/sushantnair/ml
A collection of experiments I have performed for the course "Machine Learning" as part of the curriculum for Semester 6 of TY B. Tech. Computer Engineering at KJ Somaiya College of Engineering.
decision-tree-classifier feature-engineering gini-index machine-learning machine-learning-algorithms machinelearning-python ml pandas sklearn
Last synced: 31 Dec 2025
https://github.com/prahaladhchandrahasan/decision_tree_internship_tsf
Decssion tree algorithm was applied on the Iris Dataset . One of my submissions for the TSF's GRIP internship, October 2020.
decision-tree-classifier matplotlib-pyplot numpy pandas python3
Last synced: 30 Mar 2025
https://github.com/vigneshss-07/ml_algorithms_examples
This folder contains various ML and DL algorithms sticks with a particular algorithms (i.e) explained completely (A to Z)
decision-tree-classifier ensemble-learning random-forest supervised-learning unsupervised-learning
Last synced: 05 Mar 2025
https://github.com/munas-git/fake-news-detection
A fake/real news detection system using Sklearn, Django, JavaScript, HTML & CSS
artificial-intelligence data-analysis data-science decision-tree-classifier django fake-news-detection machine-learning natural-language-processing nlp-machine-learning webapp
Last synced: 27 Aug 2025
https://github.com/allanotieno254/supervised-method--decision-trees--algorithms-diabetes-prediction-
Supervised-method--Decision-trees--algorithms-Diabetes-prediction if either one has diabetes or not
decision-tree-classifier googlecolab jupyter-notebook pandas-dataframe pandas-python supervised-machine-learning visualization
Last synced: 15 May 2025
https://github.com/farooqueesamiya/social-network-ads-classification-models
In this repository, we will explore different classification models to predict whether a user will purchase a product based on age and estimated salary.
classification-model decision-tree-classifier knn-classifier linear-kernel logistic-regression naive-bayes-classifier random-forest-classifier rbf-kernel support-vector-machine svc-model
Last synced: 03 Jan 2026
https://github.com/nirmalyabag20/diabetes-prediction-using-machine-learning
This project focuses on predicting diabetes using machine learning algorithms based on health metrics like glucose levels, blood pressure, and BMI. By comparing different models, the goal is to identify the most accurate approach for early diabetes detection, showcasing the potential of machine learning in healthcare.
decision-tree-classifier jupyter-notebook kneighborsclassifier logistic-regression matplotlib numpy pandas python random-forest-classifier scikit-learn seaborn svc
Last synced: 05 Apr 2025
https://github.com/spandey1296/internship_banking_ml_project
Machine Learning (Training + Internship) by InternshipStdio
decision-tree-classifier machine-learning-algorithms matplotlib-pyplot naive-bayes-classifier numpy pandas-dataframe regression-algorithms seaborn-plots sklearn-library supervised-learning
Last synced: 27 Mar 2025
