SAP HANA 预测分析库(PAL)中的算法及功能清单

Category	PAL Algorithm	Built-in Function Name
Clustering	Anomaly Detection 异态检测	ANOMALYDETECTION
	K- means  K-均值	KMEANS VALIDATEKMEANS
	Self - Organizing Maps 自组织映射	SELFORGMAP
Classification	Bi-Variate Geometric Regression  双变量几何回归	GEOREGRESSION  FORECASTWITHGEOR
	Bi-Variate  Natural  Logarithmic Regression 双变量对数回归自然	LNREGRESSION  FORECASTWITHLNR
	C4.5 Decision Tree C4.5决策树	CREATEDT PREDICTWITHDT
	CHAID Decision Tree CHAID决策树	CREATEDTWITHCHAID PREDICTWITHDT
	Exponential Regression  指数回归	EXPREGRESSION  FORECASTWITHEXPR
	KNN	KNN
	Multiple Linear Regression   多元线性回归	LRREGRESSION  FORECASTWITHLR
	Polynomial Regression  多项式回归	POLYNOMIALREGRESSION FORECASTWITHPOLYNOMIALR
	Logistic Regression  逻辑回归	LOGISTICREGRESSION FORECASTWITHLOGISTICR
Association	Apriori  演绎推理	APRIORIRULE  LITEAPRIORIRULE
Preprocessing	Binning 装箱	BINNING
	Inter - Quartile Range Test  四分位范围试验	IQRTEST
	Sampling 抽样	SAMPLING
	Scaling Range	SCALINGRANGE
	Variance Test  方差检验	VARIANCETEST
Time Series	Single Exponential Smoothing 单指数平滑	SINGLESMOOTH
	Double Exponential Smoothin 双指数平滑	DOUBLESMOOTH
	Triple Exponential Smoothing 三次指数平滑法	TRIPLESMOOTH
Miscellaneous	ABC Analysis ABC 分析	ABC
	Weighted Score Table  加权评分表	WEIGHTEDTABLE