# Articles by finnstats

### Linear Discriminant Analysis in R

May 2, 2021 |

linear discriminant analysis, originally developed by R A Fisher in 1936 to classify subjects into one of the two clearly defined groups. It was... The post Linear Discriminant Analysis in R appeared first on finnstats.

### Customer Segmentation K Means Cluster

May 1, 2021 |

Customer segmentation is the process of separation of customers into groups based on common characteristics or patterns so companies can market their products to... The post Customer Segmentation K Means Cluster appeared first on finnstats.

### KNN Algorithm Machine Learning

April 29, 2021 |

knn algorithm machine learning, in this tutorial we are going to explain classification and regression problems. Machine learning is a subset of artificial intelligence... The post KNN Algorithm Machine Learning appeared first on finnstats.

### Logistic Regression R- Tutorial

April 28, 2021 |

Logistic Regression R, In this tutorial we used the student application dataset for logistic regression analysis. Logistic regression is a statistical model that in... The post Logistic Regression R- Tutorial appeared first on finnstats. [Read more...]

### Self Organizing Maps in R- Supervised Vs Unsupervised

April 27, 2021 |

Self-organizing maps are very useful for clustering and data visualization. Self-organizing maps (SOMs) are a form of neural network and a beautiful way to... The post Self Organizing Maps in R- Supervised Vs Unsupervised appeared first on finnstats.

### Timeseries analysis in R

April 26, 2021 |

Timeseries analysis in R, in statistics time series, is one of the vast subjects, here we are going to analyze some basic functionalities with... The post Timeseries analysis in R appeared first on finnstats.

### Regression analysis in R-Model Comparison

April 25, 2021 |

Regression analysis in R, just look at the Boston housing data and we can see a total of 506 observations and 14 variables. In... The post Regression analysis in R-Model Comparison appeared first on finnstats.

### Handling missing values in R

April 23, 2021 |

Handling missing values in R, one of the common tasks in data analysis is handling missing values. In R, missing values are often represented... The post Handling missing values in R appeared first on finnstats.

### Social Network Analysis in R

April 22, 2021 |

Social Network Analysis in R, Social Network Analysis (SNA) is the process of exploring the social structure by using graph theory. It is mainly... The post Social Network Analysis in R appeared first on finnstats.

### Cluster Analysis in R

April 20, 2021 |

Cluster Analysis in R, when we do data analytics, there are two kinds of approaches one is supervised and another is unsupervised. Clustering is... The post Cluster Analysis in R appeared first on finnstats.

### Decision Trees in R

April 19, 2021 |

Decision Trees in R, Decision trees are mainly classification and regression types. Classification means Y variable is factor and regression type means Y variable... The post Decision Trees in R appeared first on finnstats.

### Gradient Boosting in R

April 17, 2021 |

Gradient Boosting in R, in this tutorial we are going to discuss extreme gradient boosting. Why is eXtreme Gradient Boosting in R? Popular in... The post Gradient Boosting in R appeared first on finnstats.

### Market Basket Analysis in R

April 16, 2021 |

Market Basket Analysis in R, Market Basket Analysis is very popular. In this tutorial, the main idea is to identify the purchase pattern of... The post Market Basket Analysis in R appeared first on finnstats.

### Basic Functions in R

April 15, 2021 |

Basic Functions in R, in this tutorial, we are going to discuss basic statistical or user-defined functions. Functions are very useful in R for... The post Basic Functions in R appeared first on finnstats. [Read more...]

### Random Forest in R

April 13, 2021 |

Random Forest in R, Random forest developed by an aggregating tree and this can be used for classification and regression. One of the major... The post Random Forest in R appeared first on finnstats.

### Linear optimization using R

April 12, 2021 |

Linear optimization using R, in this tutorial we are going to discuss the linear optimization problems in R. Optimization is everything nowadays. We all... The post Linear optimization using R appeared first on finnstats. [Read more...]

### LSTM Network in R

April 11, 2021 |

LSTM network in R, In this tutorial, we are going to discuss Recurrent Neural Networks. Recurrent Neural Networks are very useful for solving sequence... The post LSTM Network in R appeared first on finnstats.

### Deep Neural Network in R

April 9, 2021 |

Neural Network in R, Neural Network is just like a human nervous system, which is made up of interconnected neurons, in other words, a... The post Deep Neural Network in R appeared first on finnstats.

### Naive Bayes Classification in R

April 9, 2021 |

Naive Bayes Classification in R, In this tutorial, we are going to discuss the prediction model based on Naive Bayes classification. Naive Bayes is... The post Naive Bayes Classification in R appeared first on finnstats.