Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches

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Proficient Prediction of Acute Lymphoblastic Leukemia Using Machine Learning Algorithm

M. Sangeetha, K.N. Apinaya Prethi, and S. Nithya

Coimbatore Institute of Technology

Contents

• 9.1 Introduction
• 9.2 Problem Solving
  • 9.2.1 Problem Statement
    • 9.2.1.1 Solution
  • 9.2.2 System Design and Implementation
    • 9.2.2.1 Image Preprocessing
    • 9.2.2.2 k-Means Clustering
    • 9.2.2.3 Watershed Segmentation
    • 9.2.2.4 Feature Extraction
    • 9.2.2.5 SVM Classifier
    • 9.2.2.6 PCA Graph for Linear and RBF Kernel
• 9.3 Conclusion
• References

9.1 Introduction

An artificial neural network is a system that is similar to the human brain in terms of structure and information processing. It is a simple model of the brain that deals with linear and nonlinear relationships between ...