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of accuracy and F1-score obtained from Adaboost and XGBoo...Figure 18.3 Comparison of accuracy and F1-score obtained from bagging based mode...Figure 18.4 Comparison of accuracy and F1-score obtained from single classifier ...Figure 18.5 RoC curve obtained by applying RF, DT, NN, MV.Figure 18.6 RoC curve obtained from boosting based ensemble models.Figure 18.7 RoC curve obtained from bagging based ensemble models.Figure 18.8 Roc curve obtained from XGBoosting model.

      18 Chapter 19Figure 19.1 Crop yields, World 1961 to 2018. https://ourworldindata.org/grapher/...Figure 19.2 Relationship between AI, ML and deep learning.Figure 19.3 AI in agriculture market. Source: <https...Figure 19.4 Agriculture advisories issued on simple mobile phone.Figure 19.5 Satellite used for sharing data and information. Source: https://www...Figure 19.6 Ecosystem useful for precision agriculture. Source:...Figure 19.7 Use of water for various purposes in india. Source: Sharma, R. Bhara...

      Guide

      1  Cover

      2  Table of Contents

      3  Title Page

      4  Copyright

      5  Dedication

      6  Preface

      7  Acknowledgments

      8  Begin Reading

      9  Index

      10  Also of Interest

      11  End User License Agreement

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      2  ii

      3  iii

      4  iv

      5  v

      6  xvii

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