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decision-tree-algorithm

Here are 79 public repositories matching this topic...

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.

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

Updated Dec 9, 2022
Jupyter Notebook

the-mrinal / ML-Notebook

Karma of Humans is AI

notebook text-classification linear-regression matploblib naive-bayes-classifier pca-analysis logistic-regression gradient-descent confusion-matrix used-cars svm-classifier feature-scaling decision-tree-algorithm numpy-arrays logisticregression gridsearchcv knn-classifier

Updated Mar 9, 2020
Jupyter Notebook

bhattbhavesh91 / decision_tree_grid_search

Implementation of Grid Search to find better hyper-parameters for decision tree to reduce the over fitting.

random-search decision-tree-algorithm grid-search-hyperparameters

Updated May 29, 2021
Jupyter Notebook

bobye / Decision_Tree_PDeque

C++ code for "A Faster Drop-in Implementation for Leaf-wise Exact Greedy Induction of Decision Tree Using Pre-sorted Deque"

sharpe-ratio deque decision-tree-algorithm

Updated May 2, 2023
C++

anshul1004 / DecisionTree

Decision Tree classifier from scratch without any machine learning libraries

Updated Dec 12, 2019
Python

gouravaich / finding-donors-for-charity

Apply supervised machine learning techniques and an analytical mind on data collected for the U.S. census to help CharityML (a fictitious charity organization) identify people most likely to donate to their cause

machine-learning udacity machine-learning-algorithms feature-selection supervised-learning ensemble adaboost grid-search udacity-nanodegree boosting decision-tree-algorithm udacity-machine-learning-nanodegree feature-importance model-tuning finding-donors gaussian-naive-bayes-implementation precision-recall naive-predictor

Updated Jul 26, 2018
Jupyter Notebook

parthk3004 / Quizzaro

Quizzaro The Personality Quiz

python flask machine-learning python3 matplotlib machinelearning decision-tree-classifier pygal personality personality-traits decision-tree-algorithm personality-test personality-quiz ocean-model personality-predicting machinelearning-python personality-detection big-five-traits big5-ocean-traits

Updated Aug 14, 2020
Python

mehdimo / DecisonTreeFormation

ID3 Decision Tree algorithm

machine-learning-algorithms id3 decision-tree decision-tree-algorithm id3-algorithm

Updated May 17, 2014
Python

hetianle / QuestDecisionTree

QUEST is proposed by Loh and Shih (1997), and stands for Quick, Unbiased, Efficient, Statistical Tree. It is a tree-structured classification algorithm that yields a binary decision tree. A comparison study of QUEST and other algorithms was conducted by Lim et al (2000).

cpp machine-learning-algorithms quest decision-tree-algorithm

Updated Jan 30, 2018
C++

awkepler / Machine_Learning_Adventure

Machine Learning algorithms. Generic code related to ML.

machine-learning random-forest machine-learning-algorithms decision-tree decision-tree-algorithm random-forest-algorithm

Updated Apr 24, 2019
Jupyter Notebook

andi611 / Naive-Bayes-and-Decision-Tree-Classifiers

Naive Bayes and Decision Tree Classifiers implemented with Scikit-Learn and Graphviz visualization (Datasets - News, Mushroom, Income)

graphviz data-mining naive-bayes scikit-learn sklearn naive-bayes-classifier decision-trees data-mining-algorithms naive-bayes-algorithm decision-tree decision-tree-classifier news-data naive-bayes-classification mushroom-classification scikitlearn-machine-learning mushroom-classifier decision-tree-algorithm adult-dataset income-dataset

Updated Dec 12, 2018
Python

alitalpur99 / SDN-TCPCongestionDetection

MasterThesis on Congestion Detection in SDN networks using Machine Learning

machine-learning tcp sdn decision-tree-algorithm congestiondetection

Updated Nov 19, 2017
Python

Sarbjyotsingh / Gender-Classification-with-Python

The code uses the scikit-learn machine learning library to train a decision tree on a small dataset of body metrics (height, width, and shoe size) labeled male or female. Then we can predict the gender of someone given a novel set of body metrics.

python machine-learning numpy sklearn python3 scipy decision-tree-algorithm sklearn-classify gender-classifier

Updated Sep 30, 2017
Python

rajrohan / titanic-dataset

This dataset has passenger information who boarded the Titanic along with other information like survival status, Class, Fare, and other variables. The unfortunate event which was occurred on 15 April 1912, the Titanic sank after colliding with an iceberg, aboard 2224 peoples. Titanic passenger Data Analysis consist: Data Exploration and Prepara…

python sklearn pandas decision-tree-algorithm titanic-dataset

Updated Jan 5, 2019
Jupyter Notebook

srinidhinandakumar / user-reputation-system

This project is my under-graduation final year thesis project.

infrastructure cloud iaas classification decision-tree-algorithm user-reputation

Updated Jun 9, 2017
C

justdvnsh / Machine-Learning-With-Python

A collection of machine learning models with python.

data-science machine-learning random-forest supervised-learning ensemble-learning decision-tree-algorithm unsupervised-machine-learning regression-algorithms kmeans-clustering-algorithm knn-algorithm

Updated Jul 17, 2018
Python

Sruthisb24 / DECISION_TREE_ALGORITHM

THIS MY TASK 6 OF DATA SCIENCE AND BUSINESS ANALYTICS INTERNSHIP.PREDICTION USING DECISION TREE ALGORITHM.AIM OF THIS TASK IS ,FOR THE GIVEN 'IRIS DATASET',CREATE THE DECISION TREE CLASSIFIER AND VISUALIZE IT GRAPHICALLY

decision-tree-classifier decision-tree-algorithm

Updated May 19, 2023
Jupyter Notebook

jakjan95 / DTsolver

Solver for Decision Trees

decision-trees decision-tree decision-tree-classifier decision-tree-algorithm

Updated Aug 6, 2021
Jupyter Notebook

bhattbhavesh91 / dtreeviz-tutorial

Visualize a Decision Tree using dtreeviz

visualization python machine-learning decision-trees decision-tree-classifier decision-tree-algorithm model-interpretation decision-tree-regression dtreeviz

Updated Feb 20, 2022
Jupyter Notebook

shitian-ni / LINEAR-DISCRIMINANT-TREES

Linear Discriminant Tree in jupyter notebook

decision-trees lda svd decision-tree decision-tree-classifier linear-discriminant linear-discriminant-analysis decision-tree-algorithm decision-tree-learning lda-tree linear-discriminant-tree linear-discriminant-trees

Updated Nov 18, 2017
Jupyter Notebook

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