K-Nearest-Neighbors
The content covers the application of the k-nearest neighbors algorithm within various machine learning contexts, including credit card fraud detection, text classification, and medical image analysis. It explores comparative studies of different classifiers, their effectiveness in predicting outcomes such as breast cancer survival or language identification, and enhances performance through optimized parameter tuning. The theme emphasizes real-world challenges, the importance of feature selection, and diverse applications across sectors demonstrating the versatility of k-nearest neighbors in solving complex data problems.
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Weighted nearest neighbors and radius oversampling for imbalanced data classification
Weighted nearest neighbors and radius oversampling for imbalanced data classification2w ago, 5 views
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Image classification in cultural heritage
Image classification in cultural heritage1m ago, 7 views
1m ago, 7 views -
Tuning the K value in K-nearest neighbors for malware detection
Tuning the K value in K-nearest neighbors for malware detection7m ago, 23 views
7m ago, 23 views -
Analysis of language identification algorithms for regional Indonesian languages
Analysis of language identification algorithms for regional Indonesian languages8m ago, 14 views
8m ago, 14 views -
Leveraging Naive Bayes for Enhanced Survival Analysis in Breast Cancer
Leveraging Naive Bayes for Enhanced Survival Analysis in Breast Cancer8m ago, 12 views
8m ago, 12 views -
Klasifikasi pada Prediksi Risiko Penyakit Kardiovaskular Menggunakan Metode Decision Tree dan K-Nearest Neighbors
Klasifikasi pada Prediksi Risiko Penyakit Kardiovaskular Menggunakan Metode Decision Tree dan K-Nearest Neighbors9m ago, 21 views
9m ago, 21 viewsLike Klasifikasi pada Prediksi Risiko Penyakit Kardiovaskular Menggunakan Metode Decision Tree dan K-Nearest Neighbors SlideShare. Save Klasifikasi pada Prediksi Risiko Penyakit Kardiovaskular Menggunakan Metode Decision Tree dan K-Nearest Neighbors SlideShare. Share Klasifikasi pada Prediksi Risiko Penyakit Kardiovaskular Menggunakan Metode Decision Tree dan K-Nearest Neighbors SlideShare. -
Machine Learning - Implementation with Python - 2
Machine Learning - Implementation with Python - 210m ago, 378 views
10m ago, 378 views -
LEVERAGING NAIVE BAYES FOR ENHANCED SURVIVAL ANALYSIS IN BREAST CANCER
LEVERAGING NAIVE BAYES FOR ENHANCED SURVIVAL ANALYSIS IN BREAST CANCER11m ago, 9 views
11m ago, 9 views -
LEVERAGING NAIVE BAYES FOR ENHANCED SURVIVAL ANALYSIS IN BREAST CANCER
LEVERAGING NAIVE BAYES FOR ENHANCED SURVIVAL ANALYSIS IN BREAST CANCER11m ago, 15 views
11m ago, 15 views -
Predictive modeling for breast cancer based on machine learning algorithms and features selection methods
Predictive modeling for breast cancer based on machine learning algorithms and features selection methods1y ago, 55 views
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An automated system for classifying types of cerebral hemorrhage based on image processing techniques
An automated system for classifying types of cerebral hemorrhage based on image processing techniques1y ago, 36 views
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Text classification supervised algorithms with term frequency inverse document frequency and global vectors for word representation: a comparative study
Text classification supervised algorithms with term frequency inverse document frequency and global vectors for word representation: a comparative study1y ago, 27 views
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A Novel Framework for Credit Card.
A Novel Framework for Credit Card.1y ago, 69 views
1y ago, 69 views -
Presentasi KNN
Presentasi KNN2y ago, 313 views
2y ago, 313 views -
Multi-modal palm-print and hand-vein biometric recognition at sensor level fusion
Multi-modal palm-print and hand-vein biometric recognition at sensor level fusion2y ago, 11 views
2y ago, 11 views -
An efficient stacking based NSGA-II approach for predicting type 2 diabetes
An efficient stacking based NSGA-II approach for predicting type 2 diabetes2y ago, 9 views
2y ago, 9 views -
Machine learning and deep learning performance in classifying dyslexic children’s electroencephalogram during writing
Machine learning and deep learning performance in classifying dyslexic children’s electroencephalogram during writing2y ago, 60 views
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Comparison analysis of different classification methods of power quality disturbances
Comparison analysis of different classification methods of power quality disturbances2y ago, 30 views
2y ago, 30 viewsLike Comparison analysis of different classification methods of power quality disturbances SlideShare. Save Comparison analysis of different classification methods of power quality disturbances SlideShare. Share Comparison analysis of different classification methods of power quality disturbances SlideShare.
