package?RBFClassifier;

/**
?*?隱含層?RBF結點
?*
?*/
class?GaussianNode?{
	float[]?centers;?//?高斯中心?
	protected?static?float?C;?//?高斯中心?標準差?
	
	public?GaussianNode（）?{?}
	
	public?float?output（float[]?raw）?{
		
		//	Gaussify?the?distance?between?input?layer?and?the?gauss?centers
		return?gaussian_function（
			Kmeans.euclidean_distance（raw?centers）
		）;
	}
	
	public?void?set_centers（float[]?centers）?{
		this.centers?=?centers;
	}
	//?計算高斯距離
	private?static?float?gaussian_function（double?in）?{
		return?（float）Math.exp（-?（in?*?in）?/?（2?*?C?*?C））;
	}
}

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2016-08-08?09:15??RBFClassifier-master\
?????文件?????????437??2016-08-08?09:15??RBFClassifier-master\README.md
?????目錄???????????0??2016-08-08?09:15??RBFClassifier-master\src\
?????目錄???????????0??2016-08-08?09:15??RBFClassifier-master\src\RBFClassifier\
?????文件?????????623??2016-08-08?09:15??RBFClassifier-master\src\RBFClassifier\GaussianNode.java
?????文件????????2577??2016-08-08?09:15??RBFClassifier-master\src\RBFClassifier\Kmeans.java
?????文件????????3078??2016-08-08?09:15??RBFClassifier-master\src\RBFClassifier\Main.java
?????文件?????????636??2016-08-08?09:15??RBFClassifier-master\src\RBFClassifier\OutputNode.java
?????文件????????2278??2016-08-08?09:15??RBFClassifier-master\src\RBFClassifier\RBFClassifier.java
?????文件????????2147??2016-08-08?09:15??RBFClassifier-master\src\RBFClassifier\RBFNetwork.java