# Assist. Prof. Dr. Lily Ingsrisawang

**Committee:**International Scientific Committee of Mathematical and Computational Sciences

**University:**Kasetsart University

**Department:**Department of Statistics

**Research Fields:**error rate, bootstrap, diabetes risk groups, k-nearest neighbors ,

## Publications

##### 2 The Classification Performance in Parametric and Nonparametric Discriminant Analysis for a Class- Unbalanced Data of Diabetes Risk Groups

**Authors:**
Lily Ingsrisawang,
Tasanee Nacharoen

**Abstract:**

**Keywords:**
bootstrap,
error rate,
diabetes risk groups,
k-nearest
neighbors

##### 1 Machine Learning Techniques for Short-Term Rain Forecasting System in the Northeastern Part of Thailand

**Authors:**
Lily Ingsrisawang,
Supawadee Ingsriswang,
Saisuda Somchit,
Prasert Aungsuratana,
Warawut
Khantiyanan

**Abstract:**

**Keywords:**
Machine Learning,
Decision Tree,
root mean square error,
support vector machine,
artificial neural
network

## Abstracts

##### 2 Capture-recapture to Estimate Completeness of Pulmonary Tuberculosis with Two Sources

**Authors:**
Ratchadaporn Ungcharoen,
Lily Ingsrisawang

**Abstract:**

**Keywords:**
pulmonary tuberculosis,
capture-recapture,
Chao,
Chapman

##### 1 The Classification Performance in Parametric and Nonparametric Discriminant Analysis for a Class- Unbalanced Data of Diabetes Risk Groups

**Authors:**
Lily Ingsrisawang,
Tasanee Nacharoen

**Abstract:**

**Keywords:**
bootstrap,
error rate,
diabetes risk groups,
k-nearest neighbors