[PDF] Top 20 “Evaluating Performance of Data Mining Classification Algorithm in Weka”
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“Evaluating Performance of Data Mining Classification Algorithm in Weka”
... Data mining is a technique that uses different types of algorithms to find relationships and trends in large datasets to promote decision ...The data sizes accumulated from various fields are ... See full document
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1. Data mining classification of teaching evaluation using weka
... the weka 3.7 tool provides analysis of teaching performance and visualized by the decision tree for classification on subject teaching into classes poor and ... See full document
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Investigation of Lazy Classification in Data Mining using WEKA tool
... [10]. Nookala, Gopala Krishna Murthy, Bharath Kumar Pottumuthu, Nagaraju Orsu, and Suresh B. Mudunuri. "Performance analysis and evaluation of different data mining algorithms used for cancer ... See full document
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Analysis Of Weka Data Mining Algorithm Reptree, Simple Cart And Randomtree For Classification Of Indian News
... a classification technique that generates the binary decision ...missing data by ignoring that record. Classification and regression trees (CART) decision tree is a learning technique, which gives ... See full document
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A Hybrid Data Mining Approach To Evaluate Performance of Classification And Clustering Methods Implemented On Weka Platform
... Zealand. WEKA is free software available under the GNU General Public ...The WEKA workbench contains a collection of visualization tools and algorithms for data analysis and predictive modeling, ... See full document
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A Comparative Performance Analysis of Classification Algorithms Using Weka Tool Of Data Mining Techniques
... B. Mean Absolute Error: The measure of the Mean Absolute Error of the education dataset for Decision trees classifier techniques is shown below with graph according to the Table No.8.1 The Table No8.1 and Figure No8.2 ... See full document
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A COMPARATIVE STUDY OF CLASSIFICATION TECHNIQUES FOR INTRUSION DETECTION USING NSL-KDD DATA SETS
... any data mining techniques have been used for comparative study of classification ...Bayes algorithm for course Recommender system. ADTree classification algorithm works better ... See full document
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ID3 Classifier for Pupils' Status Prediction
... These data can be efficiently extracted and mined from the repository by means of Knowledge Discovery Process often called Data Mining, so that it can be used to provide a proven solution to the ... See full document
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Diabetes data prediction using data classification algorithm
... that data mining can add by means of necessary benefits to the blood stockpile ...and WEKA software has been utilized for the entire research ...work. Classification rules performed well in ... See full document
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Performance Analysis of Data Mining Classification Techniques on Public Health Care Data
... in evaluating whether the bad debt is likely to be ...84.4% data correctly while logistic regression classifies 83.63% data correctly but LR takes 54 seconds and ANN takes 11 seconds to ...more ... See full document
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Predicting and Analysis of Students’ Academic Performance using Data Mining Techniques
... ID3 algorithm for classifying the students’ performance and according to which they would allow the area for their ...ID3 algorithm is the classification algorithm through which one can ... See full document
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Data Mining in Higher Education Sector
... Once data are integrated and cleaned, they are classified using data mining tool ...For classification and predication J48 algorithm is used which is based on ...C4.5 algorithm ... See full document
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Comparative Analysis of WEKA Data Mining Algorithm RandomForest, RandomTree and LADTree for Classification of Indigenous News Data
... for evaluating the result of learning schemes on any given dataset. Weka provides implementations of learning algorithms that can be easily apply to ... See full document
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Performance of Classification in Medical Data Mining
... Clinical Data Mining (CDM) to be a strategy for engaging international practitioners for describing, evaluating and ruminating upon endogenous forms of practice with the ultimate goal of improving ... See full document
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Predicting and Analysis of Student Performance Using Decision Tree Technique
... their performance. In this study measures the student performance by using data mining technique like classification, decision tree algorithm using to build the classifier model ... See full document
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Effect of WEKA Filters on the NavieBayes Data Mining Algorithm
... the data set are considered as independent and strong of each other ...training data. The Naïve Bayes classification reads a set of examples from the training set and use the Bayes theorem to ... See full document
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Application of Data Mining Technique for Wheat Crop Yield Forecasting for Districts of Gujarat State
... Different classification algorithms applied on weather data using the training set and test set and cross validation options of ...in WEKA are calculated to be trained to forecast a single ‘class’ ... See full document
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Classification and performance evaluation using data mining algorithms
... paper, classification of the data collected from students of polytechnic institute has been ...This data is pre-processed to remove unwanted and less meaningful ...using WEKA data ... See full document
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International Journal of Computer Science and Mobile Computing
... for data mining. In this research Weka tool [3] has been used from the perspectives of direct core ...visualizes data and also performs standard data mining and machine learning ... See full document
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Intelligent Model for Classification of SPAM and HAM
... adaptive algorithm gives percentage 25%, 50%, 75% to emails scanned for ...training data set and an email classification data ...The classification method that can be chosen depends on ... See full document
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