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Introduction
Product Features
Data Import
Data Wrangling
Visualization
Analytics
Statistics
Machine Learning
Linear Regression
Logistic Regression
GLM
Multinomial Logistic Regression
K-means Clustering
Random Forest
XGBoost
Forecasting
Time Series Clustering
Anomaly Detection
Survival Curve
Survival Model (Cox Regression)
Market Basket
Causal Impact
Evaluate Prediction - Regression
Evaluate Prediction - Binary
Calculate ROC
Evaluate Prediction - Multiclass
Prediction
Prediction - Binary Classification
Prediction - Survival Model
Simulate Survival Curve
Extract Summary of Fit
Extract Parameter Estimates
Run ANOVA Test
Fix Imbalanced Data (SMOTE)
Text Analysis
Extend with R
Setup
Diagnostics
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Fix Imbalanced Data (SMOTE)
Fixes Imbalanced Data by synthesizing minority data with an algorithm called SMOTE (Synthetic Minority Oversampling Technique). For more detail, please take a look at
this Note
.
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Text Analysis
Last modified
9mo ago
