Agriculture Yield Analysis using Som Classifier Algorithm along with Enhanced Preprocessing Techniques
نویسندگان
چکیده
منابع مشابه
Prediction of Potato Crop Yield Using Precision Agriculture Techniques
Crop growth and yield monitoring over agricultural fields is an essential procedure for food security and agricultural economic return prediction. The advances in remote sensing have enhanced the process of monitoring the development of agricultural crops and estimating their yields. Therefore, remote sensing and GIS techniques were employed, in this study, to predict potato tuber crop yield on...
متن کاملEnhanced Preprocessing Algorithm of Information System for Law Enforcement Using Data mining Techniques
A data preprocessing is a process of cleaning the data, data integration and data transformation. It intends to reduce some noises and inconsistent data. Data preprocessing is the process of keeping the dataset ready for the process. The results of preprocessing step are later used by data mining algorithms. This paper focus on preprocessing the attributes that are related to crime data and tha...
متن کاملAnalysis of Bug Triage using Data Preprocessing (Reduction) Techniques
In the bug triage we have an unavoidable step of fixing the bugs which helps in correctly assigning a developer to a new bug. Text classification and binary classification techniques are applied to decrease the time cost in manual work and to enhance the working of automatic bug triage. We address the problem of data reduction and hence we combine the instance selection and the feature selectio...
متن کاملAnalysis of Bug Triage using Data Preprocessing (Reduction) Techniques
In the bug triage we have an unavoidable step of fixing the bugs which helps in correctly assigning a developer to a new bug. Text classification and binary classification techniques are applied to decrease the time cost in manual work and to enhance the working of automatic bug triage. We address the problem of data reduction and hence we combine the instance selection and the feature selectio...
متن کاملOptimising Sentiment Classification using Preprocessing Techniques
Sentiment Classification refers to the computational techniques for classifying whether the sentiments of text are positive or negative. Sentiment Classification being a specialized domain of text mining is expected to benefit after preprocessing. In this paper we propose various models with selective combinations of preprocessing techniques and Sentiment Classifiers, to optimize Sentiment Clas...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Indian Journal of Science and Technology
سال: 2016
ISSN: 0974-5645,0974-6846
DOI: 10.17485/ijst/2016/v9i27/92383