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Topic: "decision-tree-classification"

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.

Language: Jupyter Notebook - Size: 3.9 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 261 - Forks: 203

dshah98/Machine_Learning_with_R

Full machine learning practical with R.

Language: R - Size: 444 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

nitingour1203/credit-card-default-prediction

If you miss payments or you don't pay the right amount, your creditor may send you a default notice, also known as a notice of default. If the default is applied it'll be recorded in your credit file and can affect your credit rating. An account defaults when you break the terms of the credit agreement.

Language: Jupyter Notebook - Size: 2.82 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

dshah98/Machine_Learning_with_Python

Full machine learning practical with Python.

Language: Jupyter Notebook - Size: 210 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

afifadayu/breast-cancer

Decision Tree and Artificial Neural Network for Cell of Cancer

Language: R - Size: 12.7 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

Musaddiq625/Python-Projects

Some of my Python Projects

Language: Python - Size: 1.95 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

DanicaAlana/wine-dataset-decision-tree

This project is developed as part of Digital Skill Fair (DSF) 35.0 - Data Science by Dibimbing. I am using Wine Recognition Dataset from scikit-learn, which is the results of a chemical analysis of wines grown in the same region in Italy by three different cultivators.

Language: Jupyter Notebook - Size: 4.87 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

amiegirl/Fellowship_AI

Sentiment Analysis of Movies Dataset

Language: Jupyter Notebook - Size: 417 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

georgemuriithi/kaggle-competitions

House Prices Prediction and Credit Default Risk Prediction competitions. Advanced decision tree-based regression and classification models are used.

Language: Jupyter Notebook - Size: 1.77 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ivalada/Decision-Tree-Manual-and-SKlearn-Implementations

Implementation of Decision Tree classification algorithm in Python using Pandas, NumPy and Scikit-Learn.

Language: Jupyter Notebook - Size: 128 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

HanifaElahi/Machine-Learning

MACHINE LEARNING ALGORITHMS

Language: Jupyter Notebook - Size: 36.3 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

Shlok1810/Brest_Cancer_Prediction

Breast Cancer Prediction with Logistic Regression Classification gives an accuracy of 96.70%. apart from this Decision Tree Classification gives more accuracy along with LRC. Dataset can be available on UCI Machine Learning.

Language: Jupyter Notebook - Size: 1.95 KB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

Related Topics
machine-learning 5 random-forest-classification 5 decision-tree-regression 4 python 4 logistic-regression 4 support-vector-machine 4 hierarchical-clustering 3 k-means-clustering 3 linear-regression 3 multiple-linear-regression 3 naive-bayes-classification 3 polynomial-regression 3 random-forest-regression 3 support-vector-regression 3 pandas 3 decision-tree-classifier 3 scikit-learn 3 matplotlib 2 natural-language-processing 2 sklearn 2 python3 2 numpy 2 knn-classification 2 kernel-svm 2 apriori-algorithm 2 decision-tree-algorithm 2 decision-tree 2 artificial-neural-networks 2 convolutional-neural-network 2 eclat-algorithm 2 random-forest 1 python4everybody 1 python4datascience 1 python4beginner 1 python-tutorial-notebook 1 python-tutorial-github 1 tutor-milaan9 1 dbscan-clustering 1 facial-recognition 1 hierarchial-clustering 1 python-decisiontreeclassifier 1 k-nearest-neighbors 1 logisticregression 1 python-decision-tree 1 wordcloud 1 cart-algorithm 1 decision-tree-id3 1 iris-classification 1 decision-tree-playgolf 1 dtreeviz 1 id3-algorithm 1 graphviz 1 home-credit-default-risk 1 kaggle-house-prices 1 artificial-neural-network 1 neural-network 1 data 1 data-analysis-python 1 data-science 1 wine-dataset 1 gaussian-naive-bayes 1 grid-search-on-logistic-regression-model 1 k-nearest-neighbour 1 stochastic-gradient-descent 1 classification 1 classification-algorithm 1 decision-trees 1 from-scratch 1 machine-learning-algorithms 1 brest-cancer-prediction 1 kaggle 1 uci-machine-learning 1 artificial-intelligence 1 game 1 graph 1 guess 1 guess-the-number 1 plot 1 predict 1 prediction 1 random 1 sentence-tokenizer 1 tokenizer 1 wordtoken-python 1