Research Advances in Intelligent Computing

4Soil Fertility Prediction Using a Soft Computing Approach

Yogesh R. Shahare

Department of Information Technology, MGMCET Navi Mumbai, Maharashtra, India

Mukund Pratap Singh

School of Computer Science Engineering and Technology, Bennett University Greater Noida, India

Sanjeev Kumar

Department of CSE, United University Prayagraj, India

DOI: 10.1201/9781003320340-4

CONTENTS

• 4.1 Introduction

• 4.2 Related Work

• 4.3 Materials and Methods

  • 4.3.1 Study Area

    • 4.3.1.1 Classification of Soil Fertility Indices Data

  • 4.3.2 pH Classification

  • 4.3.3 Proposed Work

  • 4.3.4 Machine Learning

    • 4.3.4.1 Decision Tree Regression and Classification

    • 4.3.4.2 Random Forest Regression and Classification

• 4.4 Results and Discussions

• 4.5 Conclusion and Recommendation

• References ...