information-value

There are 0 repository under information-value topic.

Sundar0989 / WOE-and-IV
weight-of-evidence information-value variable-selection woe iv woe-and-iv
Language:Jupyter Notebook 137
klaudia-nazarko / iv-and-woe-python
This repository contains analysis of churn in telephone service company (using IV and WOE), comparison of effect size and information value and quick tutorial how to use information value module (created for this analysis).
python information-value weight-of-evidence statistical-significance effect-size object-oriented-programming data-science statistical-analysis churn-analysis
Language:Jupyter Notebook 45
SanjinKurelic / CaseBasedReasoning
Find missing values in data set using Euclid distance, normalization and calculating information value, weight of evidence
data-science python3 pandas numpy information-value weight-of-evidence csv case-based-reasoning machine-learning influence
Language:Python 24
sandipanpaul21 / Logistic-regression-in-python
Logistic Regression technique in machine learning both theory and code in Python. Includes topics from Assumptions, Multi Class Classifications, Regularization (l1 and l2), Weight of Evidence and Information Value
logistic-regression regularization l1-regularization l2-regularization lasso-regression ridge-regression elastic-net-regression multiclass-logistic-regression weight-of-evidence information-value logistic-regression-assumptions
Language:Jupyter Notebook 13
albertusk95 / weight-of-evidence-spark
Weight of Evidence Encoding & Information Value
weight-of-evidence information-value categorical-encoding machine-learning
Language:Python 9
erlndofebri / Credit-Scoring-and-BASEL-IRB-Model
The objective of this project is to predict credit score of the borrowers using logistic regression and provide threshold cut-off recommendation
credit-risk credit-scoring information-value logistic-regression weight-of-evidence treshold-cut-off credit-score-card
Language:Jupyter Notebook 3
erlndofebri / Credit-Scoring-Home-Credit
The objective of this project is to predict credit score of the borrowers using logistic regression and provide threshold cut-off recommendation
credit-risk credit-score-card credit-scoring information-value logistic-regression weight-of-evidence
Language:Jupyter Notebook 2
kingspp / algo-stats
The repo consists of Statistics Algorithms
information-value weight-of-evidence cohens-s-kappa kullback-leibler-divergence confusion-matrix
2
vishalbansal-1650 / Weight-Of_Evidence
Implementation of weight of evidence and Information value techniques using Python
weight-of-evidence information-value variable-selection machine-learning woe-and-iv woe iv
Language:Jupyter Notebook 2
farincyntiya / credit-risk-prediction
The creation of the credit risk prediction models of a lending company.
credit-risk information-value logistic-regression machine-learning weight-of-evidence
Language:Jupyter Notebook 1
ShreeshaN / ML_algorithms
This repo contains algorithms for data analysis required while building DL/ML models
information-value iv woe weight-of-evidence python python3
Language:Python 0
sohampawar / Acquisition-ScoreCard
Capstone Project: Acquisition ScoreCard
python pandas numpy scikit-learn random-forest varclus information-value logistic-regression lasso-regression
Language:Jupyter Notebook 0
tinalindata / lung_cancer_prediction
Machine Learning
machine-learning prediction-model information-value xgbo decision-tree-classifier
0
DeborahBarbedo / Supporting_materials
Supporting materials for creating blog posts
feature-selection information-value weight-of-evidence
Language:Jupyter Notebook
Leoelsilva / predictiveanalytics
(Python) Proyecto enfocado en la creación de modelos predictivos como Regresión Logistica, Arboles de Decisión, KNN, SVM, Naive Bayes y Ensamblados. Inicialmente el problema consta de un analisis crediticio de clientes buenos/malos. Se utiliza una BBDD de clases desbalanceadas la cual se limpia y procesa para alimentar los modelos
cross-validation data-science datamining decision-trees ensamble-model gridsearchcv information-value knn logistic-regression naive-bayes predictive-analytics predictive-modeling svm unbalanced-data visualization
Language:Jupyter Notebook
Snigda0402 / Santander-Bank-Customer-Satisfaction-Prediction
information-value logistic-regression python-programming-language
Language:Jupyter Notebook