cost-complexity-pruning

There are 0 repository under cost-complexity-pruning topic.

avestura / scikit-heart-disease-classifier
💚 A heart disease classifier using 4 SVM kernels and decision trees, with PCA, ROC, pruning, grid search cv, confusion matrix, and more
svm svm-classifier decision-tree decision-tree-classifier pca roc pruning grid-search-cross-validation confusion-matrix one-hot-encoding cost-complexity-pruning linear-kernel poly-kernel rbf-kernel sigmoid-kernel
Language:Jupyter Notebook 3
MoinDalvs / Assignment_Decision_Tree_1
data-science decision cost-complexity-pruning decision-tree-classifier hyper-parameter-optimization hyperparameter-tuning post-pruning pruning-optimization
Language:Jupyter Notebook 3
rochitasundar / Classification-booking-cancelation-prediction-StarHotels
The aim is to develop an ML- based predictive classification model (logistic regression & decision trees) to predict which hotel booking is likely to be canceled. This is done by analysing different attributes of customer's booking details. Being able to predict accurately in advance if a booking is likely to be canceled will help formulate profitable policies for cancelations & refunds.
chi-squared-test confusion-matrix cost-complexity-pruning decision-tree-classifier grid-search-hyperparameters logistic-regression precision-recall roc-auc-curve scipy-stats sklearn-library statsmodels variance-inflation-factor
Language:Jupyter Notebook 1
personal-loan-modelling
sandyy2505 / personal-loan-modelling
Supervised Classfication models - Logistic Regression & Decision Tree, AUC-ROC Curve
statsmodels auc-roc-curve logistic-regression decision-tree gridsearchcv vif cost-complexity-pruning recall-score
Language:Jupyter Notebook 1
usualwitch / decision-tree
An implementation of simplified C4.5 algorithm with postpruning.
decision-tree pruning cost-complexity-pruning
Language:Jupyter Notebook 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
prathmeshlonkar10 / Acute-Inflammations-Analysis-with-Decision-Trees
Learning the causes and insights from the Acute Inflammations Dataset using Decision Trees
acute-inflammations cost-complexity-pruning data-science data-visualization decision-trees
Language:Jupyter Notebook 0
RudraChatterjee / Hotel-Cancellation_Prediction_Classification
A hotel chain is having issues with cancellations. This project analyzes customer booking data to identify which factors significantly influence cancellations, build models using logistic regression and decision trees to predict cancellations in advance, and help formulate profitable policies for cancellations and refunds for the hotel group
auc-roc-curve classification cost-complexity-pruning data-visualization decision-trees exploratory-data-analysis f1-score logistic-regression machine-learning precision precision-recall-curve pruning recall supervised-learning
Language:Jupyter Notebook 0
RussH-code / DecisionTree-Heart-Disease-Classifier
Determine whether someone has heart disease with decision tree
ml scikitlearn-machine-learning cost-complexity-pruning decision-trees classification
Language:Jupyter Notebook 0
tpurcell0122github / INNHotels
A Portuguese hotel group seeks to understand reasons for its excessive cancellation rates.
confusion-matrix decision-trees featureimportances logistic-regression multicollinearity precision-recall-curve pruning roc-auc-curve roc-auc-score cost-complexity-pruning visualization
0
unnatibshah / Decision-Trees-as-Interpretable-Models
Create a decision tree, plot it, convert the rules into IF-THEN format, and utilize cost-complexity pruning for minimal tree and interpretable rules.
cost-complexity-pruning decison-trees
Language:Jupyter Notebook