decision-tree-classifier

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.

graphviz random-forest decision-tree decision-tree-classifier python4beginner decision-tree-algorithm id3-algorithm python-decisiontreeclassifier iris-classification cart-algorithm decision-tree-classification decision-tree-id3 python-tutorial-notebook python4everybody python-tutorial-github python4datascience python-decision-tree decision-tree-playgolf tutor-milaan9 dtreeviz

UpdatedDec 9, 2022
Jupyter Notebook

itachi9604 /healthcare-chatbot

Star244

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.

sklearn chatbot advice decision-tree-classifier symptom healthcare-chatbot

UpdatedNov 2, 2024
Python

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

Star174

Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset

iot machine-learning deep-learning random-forest tensorflow linear-regression keras cybersecurity supervised-learning classification logistic-regression knn decision-tree-classifier iot-security svm-classifier network-security network-intrusion-detection multilayer-perceptron mlp-classifier unsw-nb15

UpdatedSep 8, 2021
Jupyter Notebook

sharmapratik88 /AIML-Projects

Star156

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

nlp data-science machine-learning statistics computer-vision random-forest data-visualization recommendation-system logistic-regression support-vector-machines decision-tree-classifier gradient-boosting-classifier knearest-neighbor-algorithm oversampling supervised-machine-learning unsupervised-machine-learning catboost ensemble-machine-learning machinelearningprojects datascienceproject

UpdatedAug 23, 2021
Jupyter Notebook

HarshCasper /Brihaspati

Star77

Collection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥

machine-learning computer-vision deep-learning neural-network linear-regression artificial-intelligence artificial-neural-networks logistic-regression notebooks decision-tree-classifier

UpdatedFeb 26, 2022
Jupyter Notebook

thieu1995 /mafese

Star77

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

machine-learning optimization genetic-algorithm feature-selection feature-extraction dimensionality-reduction decision-tree-classifier mutual-information svm-classifier relief-f subset-selection knn-classifier pearson-correlation-coefficient harris-hawks-optimization wrapper-methods

UpdatedJun 12, 2024
Python

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

Star77

Detect Fraudulent Credit Card transactions using different Machine Learning models and compare performances

imbalance-correction decision-tree-classifier keras-tensorflow smote fraud-detection oversampling random-forest-classifier perceptron-neural-networks imbalanced-classes

UpdatedOct 19, 2020
Jupyter Notebook

theDefiBat /ROAD-ACCIDENTS-PREDICTION-AND-CLASSIFICATION

Star77

Final Year Project on Road Accident Prediction using user's Location,weather conditions by applying machine Learning concepts.

decision-tree-classifier scikitlearn-machine-learning random-forest-classifier

UpdatedOct 31, 2019
HTML

Iretha /IoT23-network-traffic-anomalies-classification

Star74

AI & Machine Learning: Detection and Classification of Network Traffic Anomalies based on IoT23 Dataset

machine-learning naive-bayes-classifier decision-tree-classifier iot-security svm-classifier multiclass-classification random-forest-classifier logistic-regression-classifier iot-23

UpdatedJul 30, 2021
Python

appleyuchi /Decision_Tree_Prune

Star67

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).

decision-tree decision-tree-classifier prune quinlan