{"id":14123,"date":"2020-11-08T02:14:24","date_gmt":"2020-11-08T02:14:24","guid":{"rendered":"https:\/\/www.fusionsol.com\/?p=14123"},"modified":"2025-01-28T13:03:21","modified_gmt":"2025-01-28T06:03:21","slug":"multiclass-logistic-regression","status":"publish","type":"post","link":"https:\/\/www.fusionsol.com\/en\/blog\/multiclass-logistic-regression\/","title":{"rendered":"Multiclass Logistic Regression"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div class=\"vc_row wpb_row vc_row-fluid dt-default\" style=\"margin-top: 0px;margin-bottom: 0px\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<h1>\u0e1a\u0e17\u0e17\u0e35\u0e48 17-Multiclass Logistic Regression<\/h1>\n<\/blockquote>\n<p><strong>\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23 Classification \u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e14\u0e49\u0e27\u0e22\u0e42\u0e21\u0e40\u0e14\u0e25 Multiclass Logistic Regression \u0e42\u0e14\u0e22 AzureML<\/strong><\/p>\n<p>Logistic Regression \u0e04\u0e37\u0e2d\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e43\u0e19\u0e42\u0e21\u0e40\u0e14\u0e25\u0e17\u0e32\u0e07 Machine Learning \u0e41\u0e25\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e42\u0e21\u0e40\u0e14\u0e25\u0e41\u0e1a\u0e1a Supervised Leaning \u0e17\u0e35\u0e48\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e43\u0e19\u0e01\u0e32\u0e23\u0e01\u0e32\u0e23\u0e17\u0e33 Classification \u0e42\u0e21\u0e40\u0e14\u0e25\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e17\u0e35\u0e48\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e41\u0e22\u0e01\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2d\u0e2d\u0e01\u0e08\u0e32\u0e01\u0e01\u0e31\u0e19\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 feature \u0e15\u0e48\u0e32\u0e07 \u0e46 \u0e17\u0e35\u0e48\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e02\u0e49\u0e2d\u0e07\u0e42\u0e14\u0e22\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e41\u0e22\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 2 \u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e2d\u0e2d\u0e01\u0e08\u0e32\u0e01\u0e01\u0e31\u0e19\u0e43\u0e19 AzureML \u0e44\u0e14\u0e49\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 module \u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Two-Class Logistic Regression \u0e41\u0e15\u0e48\u0e43\u0e19\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e40\u0e23\u0e32\u0e08\u0e30\u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e17\u0e33\u0e01\u0e32\u0e23 Classification \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e2d\u0e07\u0e01\u0e25\u0e38\u0e48\u0e21\u0e41\u0e15\u0e48\u0e40\u0e23\u0e32\u0e08\u0e30\u0e17\u0e33\u0e01\u0e32\u0e23\u0e41\u0e22\u0e01\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32\u0e2a\u0e2d\u0e07\u0e01\u0e25\u0e38\u0e48\u0e21\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 \u00a0Multiclass Logistic Regression<\/p>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"489\" class=\"wp-image-14124\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-75-1024x489.png\" alt=\"\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-75-1024x489.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-75-300x143.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-75-768x367.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-75-600x286.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-75.png 1127w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e08\u0e30\u0e17\u0e33 Classification \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 Multiclass Logistic Regression \u0e43\u0e19 AzureML \u0e21\u0e32\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e19\u0e01\u0e32\u0e23\u0e41\u0e22\u0e01\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e0b\u0e36\u0e48\u0e07 \u0e21\u0e35\u0e08\u0e33\u0e19\u0e27\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 1599 \u0e41\u0e16\u0e27\u0e41\u0e25\u0e30 12 \u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c \u0e42\u0e14\u0e22 11 \u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e41\u0e23\u0e01\u0e40\u0e1b\u0e47\u0e19 feature \u0e17\u0e35\u0e48\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e19\u0e01\u0e32\u0e23\u0e41\u0e22\u0e01\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e41\u0e25\u0e30 \u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c quality \u0e04\u0e37\u0e2d\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e41\u0e22\u0e01\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e44\u0e27\u0e19\u0e4c\u0e2d\u0e2d\u0e01\u0e08\u0e32\u0e01\u0e01\u0e31\u0e19<\/p>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"531\" class=\"wp-image-14125\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-76-1024x531.png\" alt=\"\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-76-1024x531.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-76-300x156.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-76-768x398.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-76-600x311.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-76.png 1037w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>\u0e42\u0e14\u0e22\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e08\u0e30\u0e16\u0e39\u0e01\u0e01\u0e33\u0e2b\u0e19\u0e14\u0e43\u0e2b\u0e49\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e25\u0e02\u0e15\u0e31\u0e49\u0e07\u0e41\u0e15\u0e48 3-8 \u0e42\u0e14\u0e22 3 \u0e41\u0e17\u0e19\u0e44\u0e27\u0e19\u0e4c\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e15\u0e48\u0e33 \u0e41\u0e25\u0e30 8 \u0e41\u0e17\u0e19\u0e44\u0e27\u0e19\u0e4c\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e2a\u0e39\u0e07\u00a0 \u0e08\u0e32\u0e01\u0e01\u0e32\u0e23\u0e41\u0e1a\u0e48\u0e07\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e41\u0e1a\u0e1a\u0e19\u0e35\u0e49\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e17\u0e33\u0e01\u0e32\u0e23 Classification \u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2d\u0e2d\u0e01\u0e40\u0e1b\u0e47\u0e19 6 \u0e01\u0e25\u0e38\u0e48\u0e21\u0e0b\u0e36\u0e48\u0e07\u0e2d\u0e32\u0e08\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e1c\u0e25\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e17\u0e33 Classification \u0e2d\u0e2d\u0e01\u0e21\u0e32\u0e44\u0e21\u0e48\u0e14\u0e35\u0e40\u0e17\u0e48\u0e32\u0e17\u0e35\u0e48\u0e04\u0e27\u0e23\u0e0b\u0e36\u0e48\u0e07\u0e43\u0e19\u0e04\u0e27\u0e32\u0e21\u0e40\u0e1b\u0e47\u0e19\u0e08\u0e23\u0e34\u0e07\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e40\u0e2b\u0e25\u0e48\u0e32\u0e19\u0e35\u0e49\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e08\u0e31\u0e01\u0e01\u0e25\u0e38\u0e48\u0e21\u0e23\u0e27\u0e21\u0e01\u0e31\u0e19\u0e43\u0e2b\u0e21\u0e48\u0e44\u0e14\u0e49\u0e14\u0e31\u0e07\u0e19\u0e35\u0e49<\/p>\n<p>&nbsp;<\/p>\n<ul class=\"wp-block-list\">\n<li>\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e44\u0e27\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e21\u0e35\u0e04\u0e48\u0e32\u0e40\u0e1b\u0e47\u0e19 3 \u0e41\u0e25\u0e30 4 \u0e41\u0e17\u0e19\u0e44\u0e27\u0e19\u0e4c\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e15\u0e48\u0e33<\/li>\n<li>\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e44\u0e27\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e21\u0e35\u0e04\u0e48\u0e32\u0e40\u0e1b\u0e47\u0e19 5 \u0e41\u0e25\u0e30 6 \u0e41\u0e17\u0e19\u0e44\u0e27\u0e19\u0e4c\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e15\u0e32\u0e21\u0e04\u0e48\u0e32\u0e40\u0e09\u0e25\u0e35\u0e48\u0e22\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b<\/li>\n<li>\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e44\u0e27\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e21\u0e35\u0e04\u0e48\u0e32\u0e40\u0e1b\u0e47\u0e19 7 \u0e41\u0e25\u0e30 8 \u0e41\u0e17\u0e19\u0e44\u0e27\u0e19\u0e4c\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e2a\u0e39\u0e07<\/li>\n<\/ul>\n<p>\u0e01\u0e32\u0e23\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e08\u0e31\u0e14\u0e01\u0e25\u0e38\u0e48\u0e21\u0e41\u0e1a\u0e1a\u0e19\u0e35\u0e49\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e01\u0e32\u0e23\u0e17\u0e33 Classification \u0e02\u0e2d\u0e07\u0e40\u0e23\u0e32\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e2a\u0e39\u0e07\u0e21\u0e32\u0e01\u0e22\u0e34\u0e48\u0e07\u0e02\u0e36\u0e49\u0e19 \u0e42\u0e14\u0e22\u0e43\u0e19\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e19\u0e2d\u0e01\u0e08\u0e32\u0e01\u0e41\u0e2a\u0e14\u0e07\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e17\u0e33 Multiclass Logistic Regression \u0e41\u0e25\u0e49\u0e27\u0e19\u0e31\u0e49\u0e19 \u0e40\u0e23\u0e32\u0e08\u0e30\u0e17\u0e33\u0e01\u0e32\u0e23\u0e40\u0e1b\u0e23\u0e35\u0e22\u0e1a\u0e1a\u0e40\u0e17\u0e35\u0e22\u0e1a\u0e01\u0e32\u0e23\u0e41\u0e22\u0e01\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e2d\u0e2d\u0e01\u0e40\u0e1b\u0e47\u0e19 6 \u0e01\u0e25\u0e38\u0e48\u0e21\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e41\u0e1b\u0e25\u0e07\u0e40\u0e1b\u0e47\u0e19 3 \u0e01\u0e25\u0e38\u0e48\u0e21 \u0e41\u0e1a\u0e1a\u0e44\u0e2b\u0e19\u0e08\u0e30\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e43\u0e19\u0e01\u0e32\u0e23 classify \u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32\u0e01\u0e31\u0e19<\/p>\n<p>\u0e40\u0e23\u0e32\u0e08\u0e30\u0e40\u0e23\u0e34\u0e48\u0e21\u0e01\u0e32\u0e23\u0e17\u0e33 Multiclass Logistic Regression \u0e42\u0e14\u0e22\u0e01\u0e32\u0e23\u0e41\u0e1b\u0e25\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e40\u0e1b\u0e47\u0e19 3 \u0e01\u0e25\u0e38\u0e48\u0e21\u0e0b\u0e36\u0e48\u0e07\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e17\u0e33\u0e44\u0e14\u0e49 \u0e14\u0e31\u0e07\u0e19\u0e35\u0e49<\/p>\n<p>&nbsp;<\/p>\n<ul class=\"wp-block-list\">\n<li>\u0e19\u0e33\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e32\u0e01\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e40\u0e02\u0e49\u0e32\u0e21\u0e32\u0e17\u0e35\u0e48 AzureML \u0e42\u0e14\u0e22\u0e01\u0e14 NEW \u0e15\u0e32\u0e21\u0e14\u0e49\u0e27\u0e22 DATASET \u0e04\u0e25\u0e34\u0e01 From local File \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e2d\u0e22\u0e39\u0e48\u0e43\u0e19\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e02\u0e2d\u0e07\u0e40\u0e23\u0e32\u0e40\u0e02\u0e49\u0e32\u0e21\u0e32 \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e19\u0e32\u0e21\u0e2a\u0e01\u0e38\u0e25\u0e44\u0e1f\u0e25\u0e4c \u0e41\u0e25\u0e30\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e27\u0e48\u0e32\u0e44\u0e1f\u0e25\u0e4c\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e19\u0e33\u0e40\u0e02\u0e49\u0e32\u0e21\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e43\u0e2b\u0e49\u0e21\u0e35 header \u0e2b\u0e23\u0e37\u0e2d\u0e0a\u0e37\u0e48\u0e2d\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e44\u0e2b\u0e21\u0e15\u0e32\u0e21\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23 \u0e41\u0e25\u0e30\u0e01\u0e14\u0e15\u0e23\u0e07\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e2b\u0e21\u0e32\u0e22\u0e16\u0e39\u0e01<\/li>\n<li>\u0e25\u0e32\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23 Clean \u0e2b\u0e23\u0e37\u0e2d\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25\u0e21\u0e32\u0e44\u0e27\u0e49\u0e1a\u0e19 Workspace \u0e42\u0e14\u0e22\u0e19\u0e33\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e19\u0e33\u0e40\u0e02\u0e49\u0e32\u0e21\u0e32\u0e08\u0e32\u0e01 Saved Dataset \u0e40\u0e25\u0e37\u0e2d\u0e01 My Datasets \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e25\u0e32\u0e01\u0e0a\u0e38\u0e14\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e21\u0e32\u0e44\u0e27\u0e49\u0e1a\u0e19 Workspace<\/li>\n<li>\u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e40\u0e23\u0e32\u0e08\u0e30\u0e14\u0e39\u0e23\u0e32\u0e22\u0e25\u0e30\u0e40\u0e2d\u0e35\u0e22\u0e14\u0e02\u0e2d\u0e07\u0e0a\u0e19\u0e34\u0e14\u0e02\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e42\u0e14\u0e22\u0e01\u0e32\u0e23\u0e04\u0e25\u0e34\u0e01\u0e02\u0e27\u0e32\u0e17\u0e35\u0e48\u0e27\u0e07\u0e01\u0e25\u0e21\u0e40\u0e25\u0e47\u0e01 \u0e46 \u0e43\u0e15\u0e49\u0e0a\u0e38\u0e14\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e19\u0e33\u0e21\u0e32\u0e27\u0e32\u0e07 \u0e41\u0e25\u0e49\u0e27\u0e40\u0e25\u0e37\u0e2d\u0e01 Visualize \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e14\u0e39\u0e23\u0e32\u0e22\u0e25\u0e30\u0e40\u0e2d\u0e35\u0e22\u0e14\u0e02\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u0e1e\u0e1a\u0e27\u0e48\u0e32 \u0e44\u0e21\u0e48\u0e21\u0e35 missing data \u0e41\u0e25\u0e30\u0e44\u0e21\u0e48\u0e21\u0e35\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e44\u0e2b\u0e19\u0e17\u0e35\u0e48\u0e0a\u0e19\u0e34\u0e14\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e21\u0e48\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07<\/li>\n<li>\u0e17\u0e33\u0e01\u0e32\u0e23\u0e41\u0e1b\u0e25\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e43\u0e2b\u0e49\u0e2d\u0e22\u0e39\u0e48\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 module \u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Apply SQL Transformation\u00a0 \u0e41\u0e25\u0e49\u0e27\u0e40\u0e23\u0e32\u0e08\u0e30\u0e1e\u0e34\u0e21\u0e1e\u0e4c\u0e42\u0e04\u0e14 SQL \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e31\u0e14\u0e43\u0e2b\u0e49\u0e2d\u0e22\u0e39\u0e48\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e41\u0e25\u0e49\u0e27\u0e04\u0e25\u0e34\u0e01 RUN<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"293\" class=\"wp-image-14126\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-77-1024x293.png\" alt=\"\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-77-1024x293.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-77-300x86.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-77-768x220.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-77-600x172.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-77.png 1167w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>&nbsp;<\/p>\n<ul class=\"wp-block-list\">\n<li>\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e19\u0e33\u0e21\u0e32\u0e43\u0e0a\u0e49\u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e22\u0e01\u0e40\u0e27\u0e49\u0e19 quality \u0e40\u0e19\u0e37\u0e48\u0e2d\u0e07\u0e08\u0e32\u0e01\u0e40\u0e23\u0e32\u0e41\u0e1b\u0e25\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e43\u0e2b\u0e49\u0e2d\u0e22\u0e39\u0e48\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e43\u0e19\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c WineCategory \u0e40\u0e23\u0e35\u0e22\u0e1a\u0e23\u0e49\u0e2d\u0e22\u0e41\u0e25\u0e49\u0e27 \u0e42\u0e14\u0e22\u0e01\u0e32\u0e23\u0e04\u0e49\u0e19\u0e2b\u0e32 module \u0e17\u0e35\u0e48\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Select columns in dataset \u0e41\u0e25\u0e49\u0e27\u0e04\u0e25\u0e34\u0e01 Launch column selector \u0e42\u0e14\u0e22\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e17\u0e38\u0e01\u0e41\u0e16\u0e27\u0e22\u0e01\u0e40\u0e27\u0e49\u0e19 quality \u0e41\u0e25\u0e49\u0e27\u0e04\u0e25\u0e34\u0e01 RUN<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"480\" class=\"wp-image-14127\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-78-1024x480.png\" alt=\"\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-78-1024x480.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-78-300x141.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-78-768x360.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-78-600x281.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-78.png 1051w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>&nbsp;<\/p>\n<ul class=\"wp-block-list\">\n<li>\u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e40\u0e23\u0e32\u0e08\u0e30\u0e41\u0e22\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2d\u0e2d\u0e01\u0e40\u0e1b\u0e47\u0e19 training set\u00a0 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e0a\u0e49\u0e43\u0e19\u0e01\u0e32\u0e23 train \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e25\u0e30 test set \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e17\u0e14\u0e2a\u0e2d\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e17\u0e33\u0e44\u0e14\u0e49\u0e42\u0e14\u0e22\u0e01\u0e32\u0e23\u0e04\u0e49\u0e19\u0e2b\u0e32 module \u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Split Data \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e17\u0e33\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e04\u0e48\u0e32 parameter \u0e42\u0e14\u0e22\u0e1b\u0e23\u0e31\u0e1a Fraction of rows in the first output dataset \u0e40\u0e1b\u0e47\u0e19 0.7 \u00a0\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e41\u0e1a\u0e48\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1b\u0e47\u0e19 training set 70% \u0e41\u0e25\u0e30 test set 30% \u0e41\u0e25\u0e30\u0e43\u0e2a\u0e48\u0e04\u0e48\u0e32 123 \u0e43\u0e19 Random Seed \u0e41\u0e25\u0e30\u0e40\u0e25\u0e37\u0e2d\u0e01\u00a0 Stratified split \u0e40\u0e25\u0e37\u0e2d\u0e01 true \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e40\u0e1b\u0e47\u0e19 target \u0e02\u0e2d\u0e07\u0e40\u0e23\u0e32\u0e19\u0e31\u0e49\u0e19\u0e04\u0e37\u0e2d WineCategory \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e04\u0e25\u0e34\u0e01 RUN<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"471\" class=\"wp-image-14128\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-79-1024x471.png\" alt=\"\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-79-1024x471.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-79-300x138.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-79-768x353.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-79-600x276.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-79.png 1087w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>&nbsp;<\/p>\n<ul class=\"wp-block-list\" type=\"1\">\n<li>\u0e04\u0e49\u0e19\u0e2b\u0e32 module \u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 <a>Multiclass Logistic Regression <\/a>\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e17\u0e33\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e25\u0e30 train \u0e42\u0e21\u0e40\u0e14\u0e25 \u0e42\u0e14\u0e22\u0e04\u0e48\u0e32 parameter \u0e08\u0e30\u0e43\u0e0a\u0e49\u0e17\u0e35\u0e48 AzureML \u0e01\u0e33\u0e2b\u0e19\u0e14\u0e21\u0e32<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"481\" class=\"wp-image-14129\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-80-1024x481.png\" alt=\"\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-80-1024x481.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-80-300x141.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-80-768x361.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-80-600x282.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-80.png 1092w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>&nbsp;<\/p>\n<ul class=\"wp-block-list\" type=\"1\">\n<li>module \u0e17\u0e35\u0e48\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Train Model \u0e25\u0e32\u0e01\u0e21\u0e32\u0e27\u0e32\u0e07\u0e1a\u0e19 Workspace \u0e41\u0e25\u0e30\u0e25\u0e32\u0e01\u0e40\u0e2a\u0e49\u0e19\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e08\u0e32\u0e01 Two-Class Logistic Regression \u0e21\u0e32\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e01\u0e31\u0e1a\u0e27\u0e07\u0e01\u0e25\u0e21\u0e27\u0e07\u0e41\u0e23\u0e01\u0e41\u0e25\u0e30\u0e25\u0e32\u0e01\u0e08\u0e32\u0e01\u0e27\u0e07\u0e01\u0e25\u0e21\u0e27\u0e07\u0e41\u0e23\u0e01\u0e2d\u0e07 Split Data \u0e21\u0e32\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e27\u0e07\u0e01\u0e25\u0e21\u0e27\u0e07\u0e17\u0e35\u0e48\u0e2a\u0e2d\u0e07\u0e02\u0e2d\u0e07 Train Model \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c WineCategory<\/li>\n<li>\u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e04\u0e49\u0e19\u0e2b\u0e32 module \u0e17\u0e35\u0e48\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Score Model \u0e21\u0e32\u0e27\u0e32\u0e07\u0e1a\u0e19 Workspace \u0e41\u0e25\u0e49\u0e27\u0e25\u0e32\u0e01\u0e40\u0e2a\u0e49\u0e19\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e08\u0e32\u0e01 Train Model \u0e21\u0e32\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e17\u0e35\u0e48\u0e27\u0e07\u0e01\u0e25\u0e21\u0e27\u0e07\u0e41\u0e23\u0e01 \u0e41\u0e25\u0e30\u0e25\u0e32\u0e01\u0e08\u0e32\u0e01\u0e27\u0e07\u0e01\u0e25\u0e21\u0e17\u0e35\u0e48\u0e2a\u0e2d\u0e07\u0e02\u0e2d\u0e07 Split Data \u0e21\u0e32\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e01\u0e31\u0e1a\u0e27\u0e07\u0e17\u0e35\u0e48\u0e2a\u0e2d\u0e07\u0e02\u0e2d\u0e07 Score Model<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"889\" height=\"636\" class=\"wp-image-14130\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-81.png\" alt=\"\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-81.png 889w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-81-300x215.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-81-768x549.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-81-600x429.png 600w\" sizes=\"auto, (max-width: 889px) 100vw, 889px\" \/><\/figure>\n<p>&nbsp;<\/p>\n<ul class=\"wp-block-list\">\n<li>\u0e17\u0e33\u0e01\u0e32\u0e23\u0e40\u0e1b\u0e23\u0e35\u0e22\u0e1a\u0e40\u0e17\u0e35\u0e22\u0e1a\u0e01\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e01\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e44\u0e21\u0e48\u0e21\u0e35\u0e01\u0e32\u0e23\u0e41\u0e1b\u0e25\u0e07\u0e42\u0e14\u0e22\u0e01\u0e32\u0e23 Copy \u0e15\u0e31\u0e49\u0e07\u0e41\u0e15\u0e48 Split Data \u0e21\u0e32\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e01\u0e31\u0e1a winequality-red \u0e2b\u0e23\u0e37\u0e2d dataset \u0e02\u0e2d\u0e07\u0e40\u0e23\u0e32 \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e35\u0e48 module Split Data \u0e41\u0e25\u0e30Train Model\u00a0 \u0e40\u0e1b\u0e47\u0e19 quality<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"623\" class=\"wp-image-14131\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-82-1024x623.png\" alt=\"\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-82-1024x623.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-82-300x183.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-82-768x468.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-82-600x365.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-82.png 1084w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>&nbsp;<\/p>\n<ul class=\"wp-block-list\">\n<li>\u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e04\u0e49\u0e19\u0e2b\u0e32 module \u0e17\u0e35\u0e48\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Evaluate Model \u0e21\u0e32\u0e27\u0e32\u0e07\u0e1a\u0e19 Workspace \u0e41\u0e25\u0e49\u0e27\u0e25\u0e32\u0e01\u0e40\u0e2a\u0e49\u0e19\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e08\u0e32\u0e01 Score Model \u0e02\u0e2d\u0e07\u0e17\u0e31\u0e49\u0e07\u0e2a\u0e2d\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25\u0e21\u0e32\u0e17\u0e35\u0e48 Evaluate Model \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e14\u0e39\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25\u0e41\u0e25\u0e30\u0e40\u0e1b\u0e23\u0e35\u0e22\u0e1a\u0e40\u0e17\u0e35\u0e22\u0e1a\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e42\u0e21\u0e40\u0e14\u0e25\u0e02\u0e2d\u0e07\u0e40\u0e23\u0e32 \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e01\u0e14 RUN<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"685\" class=\"wp-image-14132\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-83-1024x685.png\" alt=\"\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-83-1024x685.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-83-300x201.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-83-768x514.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-83-600x401.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-83.png 1081w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>&nbsp;<\/p>\n<ul class=\"wp-block-list\">\n<li><a>Visualize<\/a> \u0e14\u0e39\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25\u0e08\u0e30\u0e1e\u0e1a\u0e27\u0e48\u0e32\u0e42\u0e21\u0e40\u0e14\u0e25\u0e17\u0e35\u0e48\u0e17\u0e33\u0e01\u0e32\u0e23\u0e41\u0e1b\u0e25\u0e07\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e43\u0e2b\u0e49\u0e40\u0e1b\u0e47\u0e19 3 \u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e19\u0e31\u0e49\u0e19\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16 Classify \u0e44\u0e14\u0e49\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07\u0e16\u0e36\u0e07 0.841667 \u0e2b\u0e23\u0e37\u0e2d 84.1667% \u0e0b\u0e36\u0e48\u0e07\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e17\u0e35\u0e48\u0e14\u0e35\u0e21\u0e32\u0e01\u0e43\u0e19\u0e01\u0e32\u0e23\u0e17\u0e33 Classification \u0e43\u0e19\u0e17\u0e32\u0e07\u0e01\u0e25\u0e31\u0e1a\u0e01\u0e31\u0e19\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e40\u0e23\u0e32\u0e41\u0e22\u0e01\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e2d\u0e2d\u0e01\u0e40\u0e1b\u0e47\u0e19 6 \u0e01\u0e25\u0e38\u0e48\u0e21\u0e40\u0e23\u0e32\u0e08\u0e30\u0e44\u0e14\u0e49\u0e04\u0e48\u0e32\u0e04\u0e27\u0e32\u0e21\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07\u0e41\u0e04\u0e48 55.7411% \u0e40\u0e17\u0e48\u0e32\u0e19\u0e31\u0e49\u0e19\u0e40\u0e19\u0e37\u0e48\u0e2d\u0e07\u0e08\u0e32\u0e01\u0e1a\u0e32\u0e07\u0e04\u0e38\u0e13\u0e25\u0e31\u0e01\u0e29\u0e13\u0e30\u0e02\u0e2d\u0e07 feature \u0e17\u0e35\u0e48\u0e21\u0e35\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e 3 \u0e41\u0e25\u0e30 4, 5 \u0e41\u0e25\u0e30 6, 7 \u0e41\u0e25\u0e30 8 \u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e43\u0e01\u0e25\u0e49\u0e40\u0e04\u0e35\u0e22\u0e07\u0e01\u0e31\u0e19\u0e19\u0e31\u0e49\u0e19\u0e40\u0e2d\u0e07\u0e04\u0e48\u0e30<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"230\" class=\"wp-image-14133\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-84-1024x230.png\" alt=\"\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-84-1024x230.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-84-300x67.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-84-768x173.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-84-600x135.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-84.png 1032w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-pullquote is-style-default has-border-color\" style=\"border-color: #faa91b;\">\n<blockquote>\n<p>Fusion \u0e43\u0e2b\u0e49\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e2b\u0e4c\u0e41\u0e25\u0e30\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e23\u0e30\u0e1a\u0e1a Machine Learning \u0e14\u0e49\u0e27\u0e22\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d \u0e02\u0e2d\u0e07<\/p>\n<p>Microsoft Azure<\/p>\n<p><cite>02-440-0408 \/ sales@fusionsol.com<\/cite><\/p>\n<\/blockquote>\n<\/figure>\n<p>Link to\u00a0<a href=\"https:\/\/www.fusionsol.com\/en\/products\/azure-ai-2\/\">Implement Azure<\/a>\u00a0,\u00a0<a href=\"https:\/\/www.fusionsol.com\/en\/products\/power-bi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Implement Power BI<\/a><\/p>\n<p>&nbsp;<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>\u0e1a\u0e17\u0e17\u0e35\u0e48 17-Multiclass Logistic Regression \u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23 Classification \u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e14\u0e49\u0e27\u0e22\u0e42\u0e21\u0e40\u0e14\u0e25 Multiclass Logistic Regression \u0e42\u0e14\u0e22 AzureML Logistic Regression \u0e04\u0e37\u0e2d\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e43\u0e19\u0e42\u0e21\u0e40\u0e14\u0e25\u0e17\u0e32\u0e07 Machine Learning \u0e41\u0e25\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e42\u0e21\u0e40\u0e14\u0e25\u0e41\u0e1a\u0e1a Supervised Leaning \u0e17\u0e35\u0e48\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e43\u0e19\u0e01\u0e32\u0e23\u0e01\u0e32\u0e23\u0e17\u0e33 Classification \u0e42\u0e21\u0e40\u0e14\u0e25\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e17\u0e35\u0e48\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e41\u0e22\u0e01\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2d\u0e2d\u0e01\u0e08\u0e32\u0e01\u0e01\u0e31\u0e19\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 feature \u0e15\u0e48\u0e32\u0e07 \u0e46 \u0e17\u0e35\u0e48\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e02\u0e49\u0e2d\u0e07\u0e42\u0e14\u0e22\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e41\u0e22\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 2 \u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e2d\u0e2d\u0e01\u0e08\u0e32\u0e01\u0e01\u0e31\u0e19\u0e43\u0e19 AzureML \u0e44\u0e14\u0e49\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 module \u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Two-Class Logistic Regression \u0e41\u0e15\u0e48\u0e43\u0e19\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e40\u0e23\u0e32\u0e08\u0e30\u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e17\u0e33\u0e01\u0e32\u0e23 Classification \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e2d\u0e07\u0e01\u0e25\u0e38\u0e48\u0e21\u0e41\u0e15\u0e48\u0e40\u0e23\u0e32\u0e08\u0e30\u0e17\u0e33\u0e01\u0e32\u0e23\u0e41\u0e22\u0e01\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32\u0e2a\u0e2d\u0e07\u0e01\u0e25\u0e38\u0e48\u0e21\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 \u00a0Multiclass Logistic Regression &nbsp; \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e08\u0e30\u0e17\u0e33 Classification \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 Multiclass Logistic Regression \u0e43\u0e19 AzureML \u0e21\u0e32\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e19\u0e01\u0e32\u0e23\u0e41\u0e22\u0e01\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e44\u0e27\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e0b\u0e36\u0e48\u0e07 \u0e21\u0e35\u0e08\u0e33\u0e19\u0e27\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 1599 \u0e41\u0e16\u0e27\u0e41\u0e25\u0e30&hellip;<\/p>","protected":false},"author":3,"featured_media":14108,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2113],"tags":[2129,4099],"class_list":["post-14123","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-azure","tag-machine-learining","category-2113","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Multiclass Logistic Regression - Fusion Solution<\/title>\n<meta name=\"description\" content=\"Multiclass Logistic Regression\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.fusionsol.com\/en\/blog\/multiclass-logistic-regression\/\" \/>\n<meta property=\"og:locale\" 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