classification-trees

There are 3 repositories under classification-trees 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 2355
awesome-gradient-boosting-papers
benedekrozemberczki / awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
gradient-boosting gradient-boosting-classifier gradient-boosting-machine gradient-boosted-trees gradient-boosting-decision-trees xgboost xgboost-algorithm catboost lightgbm random-forest decision-tree classification-algorithm classification-trees machine-learning deep-learning h2o classifier classification-tree adaboost boosting
Language:Python 992
maykulkarni / Machine-Learning-Notebooks
Machine Learning notebooks for refreshing concepts.
machine-learning python python-machine-learning machine-learning-algorithms deep-learning deep-learning-tutorial neural-networks data-science-notebook data-processing regression-models classification-trees clustering-methods reinforcement-learning natural-language-processing dimensionality-reduction model-evaluation deep-learning-algorithms machine-learning-tutorials
Language:Jupyter Notebook 481
xuyxu / Soft-Decision-Tree
PyTorch Implementation of "Distilling a Neural Network Into a Soft Decision Tree." Nicholas Frosst, Geoffrey Hinton., 2017.
decision-tree classification-trees pytorch tree deep-learning
Language:Python 97
tofti / python-id3-trees
python implementation of classification trees
python id3 classification-trees machine-learning
Language:Python 52
lucksd356 / DecisionTrees
A python implementation of the CART algorithm for decision trees
decision-tree graphviz cart classification-trees python pydotplus
Language:Python 46
lucaslattari / MachineLearningSeries
Vídeos e códigos do Universo Discreto ensinando o fundamental de Machine Learning em Python. Para mais detalhes, acompanhar a playlist listada.
machine-learning machine-learning-algorithms python data-science linear-regression classification classification-algorithm classification-model classification-trees random-forest k-means k-means-clustering k-nearest-neighbours
Language:Jupyter Notebook 36
mrgloom / skin-detection-example
Simple pixelwise skin detection using classification tree.
skin-detection classification-trees computer-vision machine-learning segmentation toy-project proof-of-concept
Language:Python 30
chicago-joe / Python-ML-for-Financial-Applications
Moody's Bond Rating Classifier and USPHCI Economic Activity Forecast Modeling
python machine-learning classification regression data-science data-analysis machine-learning-algorithms scikit-learn financial-engineering financial-markets machinelearning-python classification-algorithm classification-trees classification-model regression-algorithms regression-models regression-trees ensemble-learning hyperparameter-tuning feature-extraction
Language:Python 16
NicolasBizzozzero / fforest
A set of tools useful for doing experiments with fuzzy forests
forest fuzzy-forest fuzzy-search classification-trees decision-trees fuzzy-decision-trees machine-learning research research-tool pypi-source
Language:Python 14
SimoneStefani / kth-dd2421
Machine Learning (DD2421) at Royal Institute of Technology KTH
machine-learning classification-trees ml svms bayes-classifier support-vector-machines adaboost
Language:Python 6
MachineLearningCollection-R
Stevan-Radovanovic / MachineLearningCollection-R
A collection of problems solved with machine learning algorithms, using R.
machine-learning r linear-regression classification-trees naive-bayes knn k-means
Language:R 6
DavidCico / Self-implementation-of-a-random-forest-algorithm
A random forest algorithm is implemented in Python from scratch to perform a classification analysis.
jupyter-notebook machine-learning algorithm machine-learning-algorithms scratch scratch-implementation random-forest classification-task classification-trees python python3
Language:Python 4
vamshikallem / Churn-Prediction-of-Telecom-Data
This project is focused on end to end application of Machine Learning methodologies to achieve best predicting accuracy. Our goal is to predict churn rate of customers for a telecom service provider based on service charges and usage data of customer.
pre-processing eda classification-algorithims classification-trees dimensionality-reduction ensemble-models
Language:Jupyter Notebook 4
Amar-arruf / App_Skipsiku
Sistem Pendukung Keputusan untuk menentukan layak dan tidaknya seseorang mendapatkan bantuan PKH dengan menggunakan machine learning yaitu C4.5 dan K-Means
c45-decision-tree ci4 classification-trees codeigniter k-means-clustering mysql-database php-ai php-ml rubix-ml
Language:SCSS 3
huangyueranbbc / ClassificationModelForAmazonReviewsDemo
基于50万亚马逊美食评论数据集的评论分类系统 Review classification system based on 500 thousand Amazon gourmet review data
classification deep-learning spark hadoop amazonreviews amazon-food classification-trees logistic-regression big-data
Language:Java 3
AndreaCorvi / KobeBryant-DecisionTrees
Classification on the Kobe Bryant Shot Selection dataset (https://www.kaggle.com/c/kobe-bryant-shot-selection/data) using Decision Trees
r decision-trees decision-tree-classifier nba nba-analytics classification-trees nba-statistics nba-visualization
Language:R 2
sebastiankeshuqi / Apply-Classification-Tree-to-Red-Wine-Quality
decision-tree classification classification-trees
Language:TeX 2
bryce-bowles / alchemy-broker-modeling
Performed segmentation analysis and predictive modeling on insurance broker performance to conclude a random forest model (highest AUC of 73%) predicted whether 2020 Gross Written Premium will increase or decrease from 2019 with a misclassification rate of 35%. Four classification models (classification trees, logistic regression, random forests, and support vector machines) were built, evaluated, and then tuned for prescriptive measures to analyze broker performance. Explored, visualized, and described five groups of brokers using principal component analysis.
prediction machine-learning random-forest classification classification-trees logistic-regression support-vector-machines prescriptive-analytics
Language:R 1
datagirlz19 / Applied-Data-Science-in-R
A collection of mini projects in R that apply statistical and machine learning methods and tools to solve data-driven problems
data-science eda machine-learning r rstudio classification classification-trees knearest-neighbor-classifier logistic-regression multiple-linear-regression random-forest regression-trees factor-selection
1
didemch / Wine-Classification-in-R
Finding out whether it is possible to predict the quality of the wine using Random Forests, Neural Networks, Classification trees and other methods
classification-trees knn-classification lda multinomial-logistic-regression neural-networks r random-forest
1
gorosgobe / decision-ex
My first attempt at Elixir, a basic implementation of decision trees.
elixir elixir-lang decision-trees information-gain classification-algorithm classification classification-trees
Language:Elixir 1
ilellosmith / bee6300
Multivariate Environmental Statistics (BEE6300) R Code
multivariate-analysis copula-models principal-component-analysis linear-discriminant-analysis multivariate-regression classification-trees
Language:R 1
jesussantana / Supervised-Classification
Let’s practice and become familiar with classification algorithms.
python classification-algorithms classification-models knn-classifier logistic-regression support-vector-machine xgboost classification-trees automl lazzyclassifier automl-algorithms
Language:Jupyter Notebook 1
kellyav / machinelearningfinal
Final project progress will be posted here.
machine-learning-algorithm machine-learning k-means-clustering elbow-method chi-square-test classification classification-trees box-cox breast-cancer-wisconsin linear-discriminant-analysis quadratic-discriminant-analysis
Language:HTML 1
miquitru / coursera-big-data-specialization
BigData, Classification, Clustering, Graph analytics, Splunk, Spark, Neo4j, KNIME
bigdata clustering-methods classification-trees graph-analytics machine-learning-models splunk spark-sql spark neo4j
1
MohamedOmar2020 / 13-machine-learning-models
Six machine learning models for predicting bladder cancer progression using Caret package
machine-learning machine-learning-algorithms cancer-genomics cancer-research caret classification-trees linear-discriminant-analysis lda support-vector-machines svm knearest-neighbor-algorithm knn naive-bayes-classifier naive-bayes nb neural-network nnet
Language:R 1
vishalbansal-1650 / Decision-Tree-Implementation
This Repo contains Decision Tree related various tasks
decision-trees decision-tree-classifier decision-tree-regression hyperparameter-tuning regression-trees classification-trees decision-tree pruning decision-tree-pruning cost-complexity-pruning
Language:Jupyter Notebook 1
yacine-benbaccar / Classification-trees
Using classification trees to predict a hand written digit.
machine-learning classification-trees mnist-classification decision-tree-classifier digit-recognition
Language:Jupyter Notebook 1
AtheerAlzhrani / ML
ML projects, which I worked on utilising different machine learning algorithms.
classification-trees clustering-algorithm naive-bayes-algorithm regression-trees svm-classifier xgboost-classifier xgboost-regression liner-regestion logistic-regression
Language:Jupyter Notebook 0
devAdam117 / clusterAnalysis
classification-trees clustering dbscan-clustering kmeans-clustering random-forest school school-project
Language:HTML 0
gzmgrnmz / machine_learning_prediction
classification-trees exploratory-data-analysis logistic-regression machine-learning-algorithms svm-classifier svm-kernel svm-training training-testing decision-tree k-nearest-neighbours support-vector-machines
Language:Jupyter Notebook 0
mahirahman / ATM-Withdrawal-and-Rating-Prediction
Analyze the ATM dataset and predict the monthly withdrawal and rating of an ATM based on the features in the dataset 🏧
classification-trees ml regression-analysis
Language:Jupyter Notebook 0
Foroughmo / Telco-Customer-Churn
Focused customer retention programs
churn churn-analysis churn-user-prediction classification-trees customer knn logistic-regression random-forest support-vector-machines
Language:HTML
mmmzzss / Sentiment-analysis-and-classfication-tree-with-Yelp-dataset
classification-trees sentiment-analysis text-mining wordcloud r
zhousrhhh / Sentiment-analysis-and-classfication-tree-with-Yelp-dataset
Identify Features Affecting Consumer Choice of Different Cuisines in the US
classification-trees datavisualization exploratory-data-analysis nlp-machine-learning sentiment-analysis text-mining unsupervised-learning wordcloud

classification-trees

benedekrozemberczki / awesome-decision-tree-papers

benedekrozemberczki / awesome-gradient-boosting-papers

maykulkarni / Machine-Learning-Notebooks

xuyxu / Soft-Decision-Tree

tofti / python-id3-trees

lucksd356 / DecisionTrees

lucaslattari / MachineLearningSeries

mrgloom / skin-detection-example

chicago-joe / Python-ML-for-Financial-Applications

NicolasBizzozzero / fforest

SimoneStefani / kth-dd2421

Stevan-Radovanovic / MachineLearningCollection-R

DavidCico / Self-implementation-of-a-random-forest-algorithm

vamshikallem / Churn-Prediction-of-Telecom-Data

Amar-arruf / App_Skipsiku

huangyueranbbc / ClassificationModelForAmazonReviewsDemo

AndreaCorvi / KobeBryant-DecisionTrees

sebastiankeshuqi / Apply-Classification-Tree-to-Red-Wine-Quality

bryce-bowles / alchemy-broker-modeling

datagirlz19 / Applied-Data-Science-in-R

didemch / Wine-Classification-in-R

gorosgobe / decision-ex

ilellosmith / bee6300

jesussantana / Supervised-Classification

kellyav / machinelearningfinal

miquitru / coursera-big-data-specialization

MohamedOmar2020 / 13-machine-learning-models

vishalbansal-1650 / Decision-Tree-Implementation

yacine-benbaccar / Classification-trees

AtheerAlzhrani / ML

devAdam117 / clusterAnalysis

gzmgrnmz / machine_learning_prediction

mahirahman / ATM-Withdrawal-and-Rating-Prediction

Foroughmo / Telco-Customer-Churn

mmmzzss / Sentiment-analysis-and-classfication-tree-with-Yelp-dataset

zhousrhhh / Sentiment-analysis-and-classfication-tree-with-Yelp-dataset