decision-tree-classifier

There are 2 repositories under decision-tree-classifier topic.

awesome-decision-tree-papers
benedekrozemberczki / awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
decision-tree decision-tree-classifier gradient-boosting gradient-boosting-machine regression-tree cart machine-learning machine-learning-research random-forest xgboost lightgbm catboost classification-trees decision-tree-model decision-tree-learning classification-model classifier tree-ensemble ensemble-learning statistical-learning
Language:Python 2431
srafay / Machine_Learning_A-Z
Learning to create Machine Learning Algorithms
datascience dataprocessing machine-learning-algorithms machine-learning-az simple-linear-regression multiple-regression polynomial-regression support-vector-regression decision-tree-regression random-forest-regressor classification-algorithims logistic-regression k-nearest-neighbors support-vector-machine kernel-svm naive-bayes-classifier decision-tree-classifier random-forest-classifier k-means-clustering k-means-implementation-in-python
Language:Python 393
Suji04 / ML_from_Scratch
Implementation of basic ML algorithms from scratch in python...
youtube-channel knn-algorithm linear-regression logistic-regression gradient-descent stochastic-gradient-descent python decision-tree-classifier decision-tree-regression k-means-clustering
Language:Jupyter Notebook 313
moon-hotel / MachineLearningWithMe
A repository contains more than 12 common statistical machine learning algorithm implementations. 常见10余种机器学习算法原理与实现及视频讲解。@月来客栈出品
machine-learning adaboost clustering machine-learning-algorithms naive-bayes python cart decision-tree-classifier kd-tree knn pca svm svm-classifier dbscan-clustering ensemble-learning gbdt hca hierarchical-clustering self-training
Language:Jupyter Notebook 281
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.
decision-tree decision-tree-classifier decision-tree-algorithm decision-tree-classification decision-tree-id3 id3-algorithm python-decisiontreeclassifier python-decision-tree python4beginner python4everybody python4datascience python-tutorial-notebook python-tutorial-github decision-tree-playgolf iris-classification cart-algorithm tutor-milaan9 random-forest dtreeviz graphviz
Language:Jupyter Notebook 264
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.
chatbot sklearn decision-tree-classifier healthcare-chatbot symptom advice
Language:Python 259
abhinav-bhardwaj / IoT-Network-Intrusion-Detection-System-UNSW-NB15
Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset
unsw-nb15 machine-learning deep-learning network-intrusion-detection cybersecurity supervised-learning network-security random-forest svm-classifier classification decision-tree-classifier knn multilayer-perceptron logistic-regression linear-regression mlp-classifier keras tensorflow iot-security iot
Language:Jupyter Notebook 180
sharmapratik88 / AIML-Projects
Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning
supervised-machine-learning machine-learning knearest-neighbor-algorithm random-forest machinelearningprojects unsupervised-machine-learning logistic-regression support-vector-machines decision-tree-classifier gradient-boosting-classifier statistics ensemble-machine-learning oversampling data-science data-visualization datascienceproject recommendation-system catboost nlp computer-vision
Language:Jupyter Notebook 172
thieu1995 / mafese
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
decision-tree-classifier dimensionality-reduction feature-extraction feature-selection harris-hawks-optimization knn-classifier machine-learning optimization svm-classifier mutual-information pearson-correlation-coefficient subset-selection wrapper-methods genetic-algorithm relief-f
Language:Python 89
Iretha / IoT23-network-traffic-anomalies-classification
AI & Machine Learning: Detection and Classification of Network Traffic Anomalies based on IoT23 Dataset
machine-learning iot-security multiclass-classification iot-23 decision-tree-classifier naive-bayes-classifier logistic-regression-classifier random-forest-classifier svm-classifier
Language:Python 88
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
Language:HTML 83
kapilsinghnegi / Fake-News-Detection
This project detects whether a news is fake or not using machine learning.
machine-learning python scikit-learn fakenewsdetection logistic-regression decision-tree-classifier gradient-boosting-classifier random-forest-classifier sklearn
Language:Jupyter Notebook 78
LaurentVeyssier / Credit-Card-fraud-detection-using-Machine-Learning
Detect Fraudulent Credit Card transactions using different Machine Learning models and compare performances
fraud-detection random-forest-classifier decision-tree-classifier perceptron-neural-networks imbalance-correction imbalanced-classes smote oversampling keras-tensorflow
Language:Jupyter Notebook 78
HarshCasper / Brihaspati
Collection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥
notebooks linear-regression decision-tree-classifier logistic-regression machine-learning deep-learning neural-network computer-vision artificial-intelligence artificial-neural-networks
Language:Jupyter Notebook 77
appleyuchi / Decision_Tree_Prune
Decision Tree with PEP,MEP,EBP,CVP,REP,CCP,ECP pruning algorithms,all are implemented with Python(sklearn-decision-tree-prune included,All are finished).
quinlan prune decision-tree decision-tree-classifier
Language:C 67
joachimvalente / decision-tree-cart
Simple implementation of CART algorithm to train decision trees
cart decision-tree decision-tree-classifier machine-learning python
Language:Python 41
starkblaze01 / Artificial-Intelligence-Codes
Collection of Artificial Intelligence Algorithms implemented on various problems
artificial-intelligence-algorithms decision-tree-classifier adaptive-smoothing hidden-markov-model hopfield-network jealous-husband k-sat k-means-clustering gaussian-mixture-models menace reinforcement-learning travelling-salesman-problem genetic-algorithm epsilon-greedy hierarchical-clustering confidence-intervals
Language:Jupyter Notebook 41
vaishnavipatil29 / Career-Guidance-ML-Project
Career Guidance System Using Machine Learning Techniques
careerguidance decision-tree-classifier machine-learning python supportvectormachines xgboost-algorithm
Language:Jupyter Notebook 39
xgr19 / Mousika
Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation (INFOCOM22 & ToN23)
knowledge-distillation barefoot-tofino p4 decision-tree-classifier
Language:Python 38
rohit1576 / Decision-Tree
Python implementation of Decision trees using ID3 algorithm
machine-learning machine-learning-algorithms decision-tree decision-tree-classifier id3-algorithm
Language:Python 36
degerliaysen / MultiEchoAI
Myocardial Infarction Detection
1d-cnn cnn-classification convolutional-neural-networks decision-tree-classifier deep-learning echocardiography machine-learning medical-image-analysis myocardial-infarction random-forest svm-classifier heart-attack multi-view
Language:Python 32
XYZ-Bank-Customer-Churn-Predictor
Soumilgit / XYZ-Bank-Customer-Churn-Predictor
Modular full-stack ML project leveraging Groq API, Streamlit, Supabase, JSON, SciPy, SciKit-Learn, Plotly & EmailJS, alongside libraries - NumPy, Pandas, Utils, OS, Base64, Re, Pillow & DateTime.
jupyter-notebook python streamlit naive-bayes-classifier random-forest-classifier smote xgboost-classifier decision-tree-classifier svm-classifier openai emailjs fintech supabase scikit-learn qwen3-32b pillow-library html-css-javascript pickle-file json rag-pipeline
Language:Jupyter Notebook 32
IndexFziQ / ML-ATIC
Abnormal Traffic Identification Classifier based on Machine Learning. My code for undergraduate graduation design.
abnormal-traffic-identification decision-tree-classifier kdd99 machine-learning netflow
Language:Java 29
greenfish77 / gaenari
c++ incremental decision tree
machine-learning decision-tree-classifier incremental-learning c45-decision-tree j48 json-parser dataframe-library gnuplot-cpp sqlite-driver ai cpp-library cpp17-library concept-drift online-learning csv-parser
Language:C++ 28
yogeshwaran-shanmuganathan / Airline-Passenger-Satisfaction
Determining the important factors that influences the customer or passenger satisfaction of an airlines using CRISP-DM methodology in Python and RapidMiner.
customer-satisfaction passenger-satisfaction factors airline-passengers airline-passenger-satisfaction python jupyter-notebook crisp-dm exploratory-data-analysis random-forest adaboost-classifier logistic-regression decision-tree-classifier xgboost-algorithm knn-classification naive-bayes-classifier rapidminer
Language:Jupyter Notebook 27
kbasu2016 / Autism-Detection-in-Adults
This is a binary classification problem related with Autistic Spectrum Disorder (ASD) screening in Adult individual. Given some attributes of a person, my model can predict whether the person would have a possibility to get ASD using different Supervised Learning Techniques and Multi-Layer Perceptron.
supervised-learning mlp-classifier naive-bayes-classifier decision-tree-classifier logistic-regression-models random-forest support-vector-machine quadratic-discriminant-analysis k-nearest-neighbours data-wrangling data-cleansing linear-discriminant-analysis
Language:Jupyter Notebook 26
shrebox / Political-Ideology-Detection-on-Twitter
Predicting Political Ideology of Twitter Users.
bag-of-words classification decision-tree-classifier mallet maxent-classifer naive-bayes-classifier political-ideology-detection supervised-learning textpreprocessing twitter user-detection
Language:Python 24
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.
decision-tree-classifier adaboost-learning perceptron-learning-algorithm binary-perceptron basic-learning pocket reward-and-punishment multiclass-classification multiclass-kersel numpy python recommendation-algorithm template-matching artificial-neural-networks scratch scikit-learn als-algorithm
Language:Python 24
athiyadeviyani / IGAudit
#FakersGonnaFake: using simple statistical tools and machine learning to audit instagram accounts for authenticity
audit-instagram-accounts decision-tree-classifier decision-trees influencer-discovery jupyter-notebook knn-classifier logistic-regression machine-learning random-forest random-forest-classifier scikit-learn social-media social-media-analysis social-network
Language:Jupyter Notebook 22
harshitahluwalia7895 / Loan_Prediction
machine-learning decision-trees decision-tree-classifier random-forest data-science python3 machinelearning-python
Language:Jupyter Notebook 21
Automatic-irrigation-and-crop-prediction
komalmenger / Automatic-irrigation-and-crop-prediction
A system that is capable of automatically irrigating the agricultural field by sensing the parameters of soil in real-time and predicting crop based on those parameters using machine learning. The system also predicts the yield of the crop.
automation automated automatic machine-learning machine-learning-algorithms iot iot-platform thingspeak python arduino decision-tree-classifier decision-trees machinelearning machinelearningalgorithms machine-learning-library linear-regression linear-regression-models linear-regression-python
Language:Python 21
srijarkoroy / adaboost
An implementation of the paper "A Short Introduction to Boosting"
boosting optimization-algorithms decision-tree-classifier
Language:Python 21
thieu1995 / MHA-FS
The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary / Swarm-based computing.
classification-model cnn-classification decision-tree-classifier dimensionality-reduction equilibrium-optimizer feature-engineering feature-extraction feature-selection genetic-algorithm harris-hawks-optimization knn-classifier lda machine-learning mealpy optimization pso svm-classifier whale-optimization
Language:Python 21
VenkateshBH99 / Hybrid-Random-Forest-Linear-Model
Heart disease prediction using normal models and hybrid random forest linear model (HRFLM)
decision-tree-classifier hacktoberfest heart-disease-prediction hybrid-random-forest-linear-model knn-classifier logistic-regression navie-bayes-algorithm random-forest-classifier svm
Language:Python 21
blhprasanna99 / speech_emotion_detection
Speech_Emotion_detection-SVM,RF,DT,MLP
decision-tree-classifier emotion random-forest speech-emotion-recognition svm-model
Language:Jupyter Notebook 20
Niranjankumar-c / CreditRiskAnalytics
Predicting the default customers
logistic-regression decision-tree-classifier risk-analytics credit-scoring loan-default-prediction python-3 jupyter-notebook machine-learning
Language:Jupyter Notebook 19

decision-tree-classifier

benedekrozemberczki / awesome-decision-tree-papers

srafay / Machine_Learning_A-Z

Suji04 / ML_from_Scratch

moon-hotel / MachineLearningWithMe

milaan9 / Python_Decision_Tree_and_Random_Forest

itachi9604 / healthcare-chatbot

abhinav-bhardwaj / IoT-Network-Intrusion-Detection-System-UNSW-NB15

sharmapratik88 / AIML-Projects

thieu1995 / mafese

Iretha / IoT23-network-traffic-anomalies-classification

theDefiBat / ROAD-ACCIDENTS-PREDICTION-AND-CLASSIFICATION

kapilsinghnegi / Fake-News-Detection

LaurentVeyssier / Credit-Card-fraud-detection-using-Machine-Learning

HarshCasper / Brihaspati

appleyuchi / Decision_Tree_Prune

joachimvalente / decision-tree-cart

starkblaze01 / Artificial-Intelligence-Codes

vaishnavipatil29 / Career-Guidance-ML-Project

xgr19 / Mousika

rohit1576 / Decision-Tree

degerliaysen / MultiEchoAI

Soumilgit / XYZ-Bank-Customer-Churn-Predictor

IndexFziQ / ML-ATIC

greenfish77 / gaenari

yogeshwaran-shanmuganathan / Airline-Passenger-Satisfaction

kbasu2016 / Autism-Detection-in-Adults

shrebox / Political-Ideology-Detection-on-Twitter

Yeaseen / ML_Pattern

athiyadeviyani / IGAudit

harshitahluwalia7895 / Loan_Prediction

komalmenger / Automatic-irrigation-and-crop-prediction

srijarkoroy / adaboost

thieu1995 / MHA-FS

VenkateshBH99 / Hybrid-Random-Forest-Linear-Model

blhprasanna99 / speech_emotion_detection

Niranjankumar-c / CreditRiskAnalytics