{"id":5143,"date":"2023-10-05T07:33:31","date_gmt":"2023-10-05T07:33:31","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%85%e1%80%80%e1%80%ba%e1%80%9e%e1%80%84%e1%80%ba%e1%80%9a%e1%80%b0%e1%80%99%e1%80%be%e1%80%af%e1%80%9e%e1%80%84%e1%80%ba%e1%80%81%e1%80%94%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ac%e1%80%99%e1%80%bb\/"},"modified":"2023-10-05T07:33:31","modified_gmt":"2023-10-05T07:33:31","slug":"%e1%80%85%e1%80%80%e1%80%ba%e1%80%9e%e1%80%84%e1%80%ba%e1%80%9a%e1%80%b0%e1%80%99%e1%80%be%e1%80%af%e1%80%9e%e1%80%84%e1%80%ba%e1%80%81%e1%80%94%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ac%e1%80%99%e1%80%bb","status":"publish","type":"page","link":"https:\/\/statorials.org\/my\/%e1%80%85%e1%80%80%e1%80%ba%e1%80%9e%e1%80%84%e1%80%ba%e1%80%9a%e1%80%b0%e1%80%99%e1%80%be%e1%80%af%e1%80%9e%e1%80%84%e1%80%ba%e1%80%81%e1%80%94%e1%80%ba%e1%80%b8%e1%80%85%e1%80%ac%e1%80%99%e1%80%bb\/","title":{"rendered":"\u1005\u1000\u103a\u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038"},"content":{"rendered":"

\u1024\u1005\u102c\u1019\u103b\u1000\u103a\u1014\u103e\u102c\u101e\u100a\u103a Statorials \u1010\u103d\u1004\u103a\u101b\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u1005\u1000\u103a\u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1005\u102c\u101b\u1004\u103a\u1038\u1015\u103c\u102f\u1005\u102f\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n

Machine Learning \u1019\u102d\u1010\u103a\u1006\u1000\u103a<\/strong><\/span>
\u1000\u103c\u102e\u1038\u1000\u103c\u1015\u103a\u1019\u103e\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1000\u103c\u102e\u1038\u1000\u103c\u1015\u103a\u1019\u1011\u102c\u1038\u101e\u1031\u102c \u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f<\/a>
\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1001\u103c\u1004\u103a\u1038\u1014\u103e\u1004\u1037\u103a \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1001\u103d\u1032\u1001\u103c\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1021\u101a\u103a\u1002\u102d\u102f\u101b\u102e\u101e\u1019\u103a\u1019\u103b\u102c\u1038<\/a>
\u1021\u1015\u1031\u1038\u1021\u101a\u1030 \u1018\u1000\u103a\u101c\u102d\u102f\u1000\u103a\u1019\u103e\u102f\u1000\u103d\u1032\u101c\u103d\u1032\u1019\u103e\u102f<\/a><\/strong><\/p>\n

\u1010\u1005\u103a\u1015\u103c\u1031\u1038\u100a\u102e \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f<\/strong><\/span>
\u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c\u1019\u103b\u1009\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f<\/a><\/strong> ( R<\/a> \u104a Python<\/a> )
<\/span> \u1019\u103b\u102c\u1038\u1005\u103d\u102c\u101e\u1031\u102c\u1019\u103b\u1009\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f<\/a><\/strong> ( R<\/a> \u104a Python<\/a> )
<\/span><\/p>\n

\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1001\u103d\u1032\u1001\u103c\u102c\u1038\u1001\u103c\u1004\u103a\u1038\u104b<\/strong><\/span>
\u1011\u1031\u102c\u1000\u103a\u101c\u103e\u1019\u103a\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f<\/a><\/strong> (R\u104a Python<\/a> )<\/span>
\u1010\u1005\u103a\u1015\u103c\u1031\u1038\u100a\u102e \u1001\u103d\u1032\u1001\u103c\u102c\u1038\u1019\u103e\u102f \u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f<\/a><\/strong> ( R<\/a> \u104a Python<\/a> )<\/span>
\u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036 \u1001\u103d\u1032\u1001\u103c\u102c\u1038\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103c\u102c\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f<\/a><\/strong> ( R<\/a> \u104a Python<\/a> )<\/span><\/p>\n

\u1019\u1031\u102c\u103a\u1012\u101a\u103a\u101c\u102f\u1036\u101c\u1031\u102c\u1000\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1021\u1000\u1032\u1016\u103c\u1010\u103a\u1014\u100a\u103a\u1038<\/strong><\/span>
Overfitting \u1006\u102d\u102f\u1010\u102c\u1018\u102c\u101c\u1032\u104b<\/a>
Leave-One-Out Cross-Validation<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span>
K-Fold \u1021\u1015\u103c\u1014\u103a\u1021\u101c\u103e\u1014\u103a\u1010\u101b\u102c\u1038\u101d\u1004\u103a\u1019\u103e\u102f<\/a><\/strong> ( R<\/a> \u104a Python<\/a> )<\/span><\/p>\n

\u1019\u1031\u102c\u103a\u1012\u101a\u103a\u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1019\u103e\u102f
<\/span> \u1021\u1000\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1036\u1038\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1001\u103d\u1032\u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1019\u103e\u102f<\/a>
\u1021\u1006\u1004\u1037\u103a\u101c\u102d\u102f\u1000\u103a \u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1019\u103e\u102f<\/a><\/strong> ( R<\/a> )<\/span><\/p>\n

\u1000\u103c\u102e\u1038\u1000\u103c\u102e\u1038\u1000\u103b\u101a\u103a\u1000\u103b\u101a\u103a<\/strong><\/span>
Ridge Regression<\/a><\/strong> ( R<\/a> \u104a Python<\/a> )<\/span>
Lasso \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f<\/a><\/strong> ( R<\/a> \u104a Python<\/a> )<\/span><\/p>\n

\u1021\u1018\u1000\u103a\u1018\u1000\u103a\u1019\u103e \u101c\u103b\u1031\u102c\u1037\u1015\u102b\u1038\u1005\u1031\u1001\u103c\u1004\u103a\u1038\u104b
<\/span> \u1021\u1013\u102d\u1000 \u1021\u1005\u102d\u1010\u103a\u1021\u1015\u102d\u102f\u1004\u103a\u1038 \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f<\/a><\/strong> (R<\/a> \u104a Python<\/a> )<\/span>
\u1010\u1005\u103a\u1005\u102d\u1010\u103a\u1010\u1005\u103a\u1015\u102d\u102f\u1004\u103a\u1038 \u1021\u1014\u100a\u103a\u1038\u1006\u102f\u1036\u1038 \u1005\u1010\u102f\u101b\u1014\u103a\u1038\u1019\u103b\u102c\u1038<\/a><\/strong> ( R<\/a> \u104a Python<\/a> )<\/span><\/p>\n

\u1021\u1006\u1004\u1037\u103a\u1019\u103c\u1004\u1037\u103a \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1015\u102f\u1036\u1005\u1036\u1019\u103b\u102c\u1038<\/span>
Polynomial \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f<\/a><\/strong> ( R<\/a> \u104a Python<\/a> )<\/span>
Multivariate adaptive regression splines<\/a><\/strong> ( R<\/a> , Python )<\/span><\/p>\n

\u101e\u1005\u103a\u1015\u1004\u103a\u1021\u1001\u103c\u1031\u1001\u1036\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1019\u103b\u102c\u1038<\/strong><\/span>
\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1001\u103d\u1032\u1001\u103c\u1004\u103a\u1038\u1014\u103e\u1004\u1037\u103a \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u101e\u1005\u103a\u1015\u1004\u103a\u1019\u103b\u102c\u1038<\/a><\/strong> ( R<\/a> )<\/span>
\u1021\u102d\u1010\u103a<\/a><\/strong> ( R<\/a> )<\/span>
\u1000\u103b\u1015\u1014\u103a\u1038\u101e\u1005\u103a\u1010\u1031\u102c\u1019\u103b\u102c\u1038<\/a><\/strong> ( R<\/a> )<\/span>
\u1019\u103c\u103e\u1004\u1037\u103a\u1010\u1004\u103a\u1001\u103c\u1004\u103a\u1038<\/a><\/strong> ( R<\/a> )<\/span><\/p>\n

\u1000\u103c\u102e\u1038\u1000\u103c\u1015\u103a\u1019\u103e\u102f\u1019\u101b\u103e\u102d\u101e\u1031\u102c \u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f<\/strong><\/span>
R \u1010\u103d\u1004\u103a \u1021\u1013\u102d\u1000\u1021\u1005\u102d\u1010\u103a\u1021\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1001\u103c\u1004\u103a\u1038<\/a>
R \u1010\u103d\u1004\u103a K-Means Clustering<\/a>
R \u1010\u103d\u1004\u103a \u1021\u1005\u102f\u101c\u102d\u102f\u1000\u103a\u1021\u1015\u103c\u102f\u1036\u101c\u102d\u102f\u1000\u103a K-Medoids<\/a>
<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

\u1024\u1005\u102c\u1019\u103b\u1000\u103a\u1014\u103e\u102c\u101e\u100a\u103a Statorials \u1010\u103d\u1004\u103a\u101b\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u1005\u1000\u103a\u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1005\u102c\u101b\u1004\u103a\u1038\u1015\u103c\u102f\u1005\u102f\u1011\u102c\u1038\u101e\u100a\u103a\u104b Machine Learning \u1019\u102d\u1010\u103a\u1006\u1000\u103a \u1000\u103c\u102e\u1038\u1000\u103c\u1015\u103a\u1019\u103e\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1000\u103c\u102e\u1038\u1000\u103c\u1015\u103a\u1019\u1011\u102c\u1038\u101e\u1031\u102c \u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1001\u103c\u1004\u103a\u1038\u1014\u103e\u1004\u1037\u103a \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1001\u103d\u1032\u1001\u103c\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1021\u101a\u103a\u1002\u102d\u102f\u101b\u102e\u101e\u1019\u103a\u1019\u103b\u102c\u1038 \u1021\u1015\u1031\u1038\u1021\u101a\u1030 \u1018\u1000\u103a\u101c\u102d\u102f\u1000\u103a\u1019\u103e\u102f\u1000\u103d\u1032\u101c\u103d\u1032\u1019\u103e\u102f \u1010\u1005\u103a\u1015\u103c\u1031\u1038\u100a\u102e \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c\u1019\u103b\u1009\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f ( R \u104a Python ) \u1019\u103b\u102c\u1038\u1005\u103d\u102c\u101e\u1031\u102c\u1019\u103b\u1009\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f ( R \u104a Python ) \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1001\u103d\u1032\u1001\u103c\u102c\u1038\u1001\u103c\u1004\u103a\u1038\u104b \u1011\u1031\u102c\u1000\u103a\u101c\u103e\u1019\u103a\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f (R\u104a Python ) \u1010\u1005\u103a\u1015\u103c\u1031\u1038\u100a\u102e \u1001\u103d\u1032\u1001\u103c\u102c\u1038\u1019\u103e\u102f \u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f ( R \u104a Python ) \u101c\u1031\u1038\u1015\u102f\u1036\u1010\u1005\u103a\u1015\u102f\u1036 \u1001\u103d\u1032\u1001\u103c\u102c\u1038\u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103c\u102c\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u1019\u103e\u102f ( R \u104a Python ) \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u101c\u102f\u1036\u101c\u1031\u102c\u1000\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1021\u1000\u1032\u1016\u103c\u1010\u103a\u1014\u100a\u103a\u1038 Overfitting \u1006\u102d\u102f\u1010\u102c\u1018\u102c\u101c\u1032\u104b […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"yoast_head":"\n\u1005\u1000\u103a\u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/my\/\u1005\u1000\u103a\u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u1005\u1000\u103a\u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\" \/>\n<meta property=\"og:description\" content=\"\u1024\u1005\u102c\u1019\u103b\u1000\u103a\u1014\u103e\u102c\u101e\u100a\u103a Statorials \u1010\u103d\u1004\u103a\u101b\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c \u1005\u1000\u103a\u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1005\u102c\u101b\u1004\u103a\u1038\u1015\u103c\u102f\u1005\u102f\u1011\u102c\u1038\u101e\u100a\u103a\u104b Machine Learning \u1019\u102d\u1010\u103a\u1006\u1000\u103a \u1000\u103c\u102e\u1038\u1000\u103c\u1015\u103a\u1019\u103e\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1000\u103c\u102e\u1038\u1000\u103c\u1015\u103a\u1019\u1011\u102c\u1038\u101e\u1031\u102c \u101e\u1004\u103a\u101a\u1030\u1019\u103e\u102f \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1001\u103c\u1004\u103a\u1038\u1014\u103e\u1004\u1037\u103a \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1001\u103d\u1032\u1001\u103c\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1021\u101a\u103a\u1002\u102d\u102f\u101b\u102e\u101e\u1019\u103a\u1019\u103b\u102c\u1038 \u1021\u1015\u1031\u1038\u1021\u101a\u1030 \u1018\u1000\u103a\u101c\u102d\u102f\u1000\u103a\u1019\u103e\u102f\u1000\u103d\u1032\u101c\u103d\u1032\u1019\u103e\u102f \u1010\u1005\u103a\u1015\u103c\u1031\u1038\u100a\u102e \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c\u1019\u103b\u1009\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f ( R \u104a Python ) 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