Abstract: Music vocal spectrum classification model based on improved SVM algorithm is studied. There are two main types of the current music classification and detection models in complex noise ...

The fundamental structure of the data distribution is exploited by clustering algorithms, which also provide criteria for categorizing data that have matching features [2]. K-Means, also known as ...

This paper proposes a new image retrieval method based on the combination of "Topic Word" probability representation and SVM algorithm. The parameters of SVM are optimized through experiments.

A multi-class method is proposed based on Error Correcting Output Codes algorithm in order to get better performance of attack recognition in Wireless Sensor Networks ...

In this study, we utilized the scikit-learn 1.0.1 package, a widely-used library in Python for ... scikit-learn’s support vector machine (SVM) implementation to classify exercise intensity based on ...

Subsequent testing of the model was performed using the same environment; Keras3, within Python. The model files (.h5, .json) are loaded using the model_from_json() function, followed by the ...