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- meansK-均值 KMEANSVALIDATEKMEANS Self - Organizing Maps 自组织映射 SELFORGMAP Classification Bi-Variate Geometric Regression双变量几何回归 GEOREGRESSION
FORECASTWITHGEOR Bi-VariateNaturalLogarithmic 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
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