{"id":14107,"date":"2020-11-07T12:47:31","date_gmt":"2020-11-07T12:47:31","guid":{"rendered":"https:\/\/www.fusionsol.com\/?p=14107"},"modified":"2024-04-20T10:39:59","modified_gmt":"2024-04-20T03:39:59","slug":"two-class-logistic-regression","status":"publish","type":"post","link":"https:\/\/www.fusionsol.com\/en\/blog\/two-class-logistic-regression\/","title":{"rendered":"Two-Class Logistic Regression"},"content":{"rendered":"<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u0e1a\u0e17\u0e17\u0e35\u0e48 16-Two-Class Logistic Regression<\/p><\/blockquote>\n\n\n\n<p><strong>\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23 Classification \u0e01\u0e32\u0e23\u0e2d\u0e19\u0e38\u0e21\u0e31\u0e15\u0e34\u0e40\u0e07\u0e34\u0e19\u0e01\u0e39\u0e49\u0e14\u0e49\u0e27\u0e22\u0e42\u0e21\u0e40\u0e14\u0e25 Two-Class Logistic Regression \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 AzureML<\/strong><\/p>\n\n\n\n<p>\u0e43\u0e19\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e40\u0e23\u0e32\u0e08\u0e30\u0e21\u0e32\u0e17\u0e33\u0e01\u0e32\u0e23 <a>Classification<\/a> \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49\u0e42\u0e21\u0e40\u0e14\u0e25\u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Two-Class Logistic Regression \u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e44\u0e14\u0e49\u0e07\u0e48\u0e32\u0e22 \u0e46\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 AzureML \u0e04\u0e48\u0e30 \u0e0b\u0e36\u0e48\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23 Classify \u0e43\u0e19\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e04\u0e37\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e01\u0e32\u0e23\u0e2d\u0e19\u0e38\u0e21\u0e31\u0e15\u0e34\u0e40\u0e07\u0e34\u0e19\u0e01\u0e39\u0e49\u0e0b\u0e36\u0e48\u0e07\u0e21\u0e35\u0e08\u0e33\u0e19\u0e27\u0e19 614 \u0e41\u0e16\u0e27 13 \u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c \u0e42\u0e14\u0e22\u0e21\u0e35 Target \u0e2b\u0e23\u0e37\u0e2d\u0e40\u0e1b\u0e49\u0e32\u0e2b\u0e21\u0e32\u0e22\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23 Classification \u0e02\u0e2d\u0e07\u0e40\u0e23\u0e32\u0e04\u0e37\u0e2d\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Loan_Status \u0e42\u0e14\u0e22\u0e17\u0e35\u0e48 Y \u0e41\u0e17\u0e19\u0e2a\u0e16\u0e32\u0e19\u0e30\u0e2d\u0e19\u0e38\u0e21\u0e31\u0e15\u0e34 \u0e41\u0e25\u0e30 N \u0e41\u0e17\u0e19\u0e2a\u0e16\u0e32\u0e19\u0e30\u0e44\u0e21\u0e48\u0e2d\u0e19\u0e38\u0e21\u0e31\u0e15\u0e34<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"612\" height=\"308\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-62.png\" alt=\"\" class=\"wp-image-14109\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-62.png 612w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-62-300x151.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-62-600x302.png 600w\" sizes=\"auto, (max-width: 612px) 100vw, 612px\" \/><\/figure>\n\n\n\n<p>\u0e0b\u0e36\u0e48\u0e07\u0e21\u0e35\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23\u0e43\u0e19\u0e01\u0e32\u0e23 Classification \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 AzureML \u0e14\u0e31\u0e07\u0e19\u0e35\u0e49<\/p>\n\n\n\n<ul class=\"wp-block-list\"><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><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<br><\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"519\" height=\"167\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-63.png\" alt=\"\" class=\"wp-image-14110\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-63.png 519w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-63-300x97.png 300w\" sizes=\"auto, (max-width: 519px) 100vw, 519px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\" type=\"1\"><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<ul><li>\u0e21\u0e35 missing value \u0e40\u0e01\u0e37\u0e2d\u0e1a\u0e17\u0e38\u0e01\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e31\u0e49\u0e07\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e17\u0e35\u0e48\u0e40\u0e1b\u0e47\u0e19 String \u0e41\u0e25\u0e30\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e40\u0e1b\u0e47\u0e19 numeric<\/li><li>\u0e21\u0e35\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e44\u0e21\u0e48\u0e21\u0e35\u0e1c\u0e25\u0e15\u0e48\u0e2d Classification \u0e04\u0e37\u0e2d Loan_ID<\/li><\/ul><\/li><li>Clean missing data \u0e02\u0e2d\u0e07\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e19\u0e34\u0e14\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1b\u0e47\u0e19 string \u0e42\u0e14\u0e22\u0e01\u0e32\u0e23\u0e04\u0e49\u0e19\u0e2b\u0e32 module \u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Clean Missing Data \u0e41\u0e25\u0e49\u0e27\u0e25\u0e32\u0e01\u0e21\u0e32\u0e27\u0e32\u0e07\u0e1a\u0e19 Workspace \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e25\u0e32\u0e01\u0e40\u0e2a\u0e49\u0e19\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e01\u0e31\u0e1a\u0e0a\u0e38\u0e14\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e02\u0e2d\u0e07\u0e40\u0e23\u0e32 \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e04\u0e25\u0e34\u0e01 <a>Launch column selector<\/a> \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e01\u0e14\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e42\u0e14\u0e22\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e1b\u0e47\u0e19 string \u0e17\u0e31\u0e49\u0e07\u0e2b\u0e21\u0e14\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e21\u0e32\u0e44\u0e27\u0e49\u0e17\u0e32\u0e07 Selected Columns \u0e41\u0e25\u0e49\u0e27\u0e04\u0e25\u0e34\u0e01\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e2b\u0e21\u0e32\u0e22\u0e16\u0e39\u0e01<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"474\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-64-1024x474.png\" alt=\"\" class=\"wp-image-14111\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-64-1024x474.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-64-300x139.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-64-768x355.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-64-600x278.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-64.png 1124w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"492\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-65-1024x492.png\" alt=\"\" class=\"wp-image-14112\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-65-1024x492.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-65-300x144.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-65-768x369.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-65-600x288.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-65.png 1122w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e40\u0e25\u0e37\u0e2d\u0e01 parameter \u0e40\u0e1b\u0e47\u0e19 Replace with mode \u0e41\u0e25\u0e49\u0e01\u0e04\u0e25\u0e34\u0e01 RUN<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"178\" height=\"233\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-66.png\" alt=\"\" class=\"wp-image-14113\" \/><\/figure>\n\n\n\n<p>\u0e43\u0e19\u0e17\u0e33\u0e19\u0e2d\u0e07\u0e40\u0e14\u0e35\u0e22\u0e27\u0e01\u0e31\u0e19\u0e40\u0e23\u0e32\u0e08\u0e30 clean \u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e40\u0e1b\u0e47\u0e19 numeric \u0e17\u0e38\u0e01\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e14\u0e49\u0e27\u0e22 Replace with mean<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"433\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-67-1024x433.png\" alt=\"\" class=\"wp-image-14114\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-67-1024x433.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-67-300x127.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-67-768x325.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-67-600x254.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-67.png 1152w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\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 Loan_ID \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 Loan_ID \u0e41\u0e25\u0e49\u0e27\u0e04\u0e25\u0e34\u0e01 RUN<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"439\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-68-1024x439.png\" alt=\"\" class=\"wp-image-14115\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-68-1024x439.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-68-300x129.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-68-768x329.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-68-600x257.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-68.png 1192w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\" type=\"1\"><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&nbsp; \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 \u0e14\u0e31\u0e07\u0e19\u0e35\u0e49<ul><li>Splitting mode \u0e40\u0e25\u0e37\u0e2d\u0e01 Split Rows<\/li><li>Fraction of rows in the first output dataset \u0e43\u0e2a\u0e48\u0e04\u0e48\u0e32 0.7 \u0e19\u0e31\u0e49\u0e19\u0e04\u0e37\u0e2d\u0e40\u0e23\u0e32\u0e08\u0e30\u0e41\u0e1a\u0e48\u0e07\u0e40\u0e1b\u0e47\u0e19 training set 70% \u0e41\u0e25\u0e30 test set 30% \u0e41\u0e25\u0e49\u0e27\u0e43\u0e2a\u0e48\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e2b\u0e21\u0e32\u0e22\u0e16\u0e39\u0e01\u0e15\u0e23\u0e07 Randomized split<\/li><li>Random Seed \u0e40\u0e23\u0e32\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e2a\u0e48\u0e40\u0e25\u0e02\u0e2d\u0e30\u0e44\u0e23\u0e01\u0e47\u0e44\u0e14\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e01\u0e32\u0e23\u0e2a\u0e38\u0e48\u0e21\u0e43\u0e19\u0e17\u0e38\u0e01 \u0e46 \u0e04\u0e23\u0e31\u0e49\u0e07\u0e44\u0e14\u0e49\u0e40\u0e25\u0e02\u0e40\u0e14\u0e34\u0e21\u0e42\u0e14\u0e22\u0e43\u0e19\u0e17\u0e35\u0e48\u0e19\u0e35\u0e48\u0e40\u0e23\u0e32\u0e08\u0e30\u0e43\u0e2a\u0e48 123 <\/li><li>&nbsp;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 Loan_Status<\/li><\/ul><\/li><\/ul>\n\n\n\n<p>\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e15\u0e31\u0e49\u0e07\u0e04\u0e48\u0e32\u0e17\u0e38\u0e01 parameter \u0e40\u0e2a\u0e23\u0e47\u0e08\u0e41\u0e25\u0e49\u0e27\u0e04\u0e25\u0e34\u0e01 RUN<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"500\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-69-1024x500.png\" alt=\"\" class=\"wp-image-14116\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-69-1024x500.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-69-300x147.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-69-768x375.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-69-600x293.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-69.png 1183w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\" type=\"1\"><li>\u0e04\u0e49\u0e19\u0e2b\u0e32 module \u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 <a>Two-Class 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 \u0e41\u0e15\u0e48\u0e25\u0e30\u0e04\u0e48\u0e32\u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e2b\u0e21\u0e32\u0e22\u0e14\u0e31\u0e07\u0e19\u0e35\u0e49<ul><li>Create trainer mode<ul><li>Single Parameter : \u0e23\u0e30\u0e1a\u0e38 set \u0e02\u0e2d\u0e07\u0e04\u0e48\u0e32\u0e40\u0e09\u0e1e\u0e32\u0e30<\/li><li>Parameter Range : \u0e23\u0e30\u0e1a\u0e38\u0e04\u0e48\u0e32\u0e40\u0e09\u0e1e\u0e32\u0e30\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48\u0e32\u0e41\u0e25\u0e30\u0e23\u0e31\u0e1a set \u0e17\u0e35\u0e48\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e2a\u0e21\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e33\u0e2b\u0e19\u0e14\u0e04\u0e48\u0e32<\/li><\/ul><\/li><li>Optimization tolerance : \u0e04\u0e48\u0e32\u0e40\u0e01\u0e13\u0e11\u0e4c\u0e17\u0e35\u0e48\u0e43\u0e0a\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e2b\u0e22\u0e38\u0e14\u0e01\u0e32\u0e23\u0e17\u0e33\u0e0b\u0e49\u0e33\u0e41\u0e1a\u0e1a\u0e08\u0e33\u0e25\u0e2d\u0e07\u0e1a\u0e19 training set<\/li><li>L1 regularization weight : \u0e25\u0e14\u0e04\u0e48\u0e32\u0e2a\u0e31\u0e21\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e4c\u0e17\u0e31\u0e49\u0e07\u0e2b\u0e21\u0e14\u0e15\u0e32\u0e21\u0e2a\u0e31\u0e14\u0e2a\u0e48\u0e27\u0e19\u0e40\u0e14\u0e35\u0e22\u0e27\u0e01\u0e31\u0e19\u0e41\u0e15\u0e48\u0e44\u0e21\u0e48\u0e01\u0e33\u0e08\u0e31\u0e14\u0e40\u0e25\u0e22<\/li><li>L2 regularization weight : \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e25\u0e14\u0e04\u0e48\u0e32\u0e2a\u0e31\u0e21\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e4c\u0e1a\u0e32\u0e07\u0e2a\u0e48\u0e27\u0e19\u0e43\u0e2b\u0e49\u0e40\u0e1b\u0e47\u0e19\u0e28\u0e39\u0e19\u0e22\u0e4c\u0e42\u0e14\u0e22\u0e17\u0e33\u0e01\u0e32\u0e23\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e15\u0e31\u0e27\u0e41\u0e1b\u0e23 \u0e17\u0e31\u0e49\u0e07 L1 \u0e41\u0e25\u0e30 L2 \u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e40\u0e1b\u0e47\u0e19\u0e21\u0e32\u0e15\u0e23\u0e10\u0e32\u0e19\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e1b\u0e49\u0e2d\u0e07\u0e01\u0e31\u0e19\u0e44\u0e21\u0e48\u0e43\u0e2b\u0e49\u0e40\u0e01\u0e34\u0e14\u0e01\u0e32\u0e23 Overfitting \u0e42\u0e14\u0e22\u0e01\u0e32\u0e23\u0e25\u0e14\u0e02\u0e19\u0e32\u0e14\u0e2a\u0e31\u0e21\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e4c \u0e42\u0e14\u0e22 L2 \u0e21\u0e31\u0e19\u0e08\u0e30\u0e21\u0e35\u0e19\u0e49\u0e33\u0e2b\u0e19\u0e31\u0e01\u0e19\u0e49\u0e2d\u0e22 \u0e2a\u0e48\u0e27\u0e19 L1 \u0e21\u0e31\u0e01\u0e08\u0e30\u0e21\u0e35\u0e19\u0e49\u0e33\u0e2b\u0e19\u0e31\u0e01\u0e17\u0e35\u0e48\u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32 \u0e41\u0e25\u0e30\u0e17\u0e31\u0e49\u0e07\u0e2a\u0e2d\u0e07\u0e08\u0e30\u0e21\u0e35\u0e04\u0e48\u0e32\u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32\u0e28\u0e39\u0e19\u0e22\u0e4c<\/li><li>Memory size for L-BFGS : \u0e08\u0e33\u0e19\u0e27\u0e19\u0e2b\u0e19\u0e48\u0e27\u0e22\u0e04\u0e27\u0e32\u0e21\u0e08\u0e33\u0e17\u0e35\u0e48\u0e43\u0e0a\u0e49\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e17\u0e34\u0e28\u0e17\u0e32\u0e07\u0e41\u0e25\u0e30\u0e02\u0e31\u0e49\u0e19\u0e15\u0e2d\u0e19\u0e16\u0e31\u0e14\u0e44\u0e1b<\/li><li>Random number seed : \u0e40\u0e23\u0e32\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e2a\u0e48\u0e40\u0e25\u0e02\u0e2d\u0e30\u0e44\u0e23\u0e01\u0e47\u0e44\u0e14\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e01\u0e32\u0e23\u0e2a\u0e38\u0e48\u0e21\u0e43\u0e19\u0e17\u0e38\u0e01 \u0e46 \u0e04\u0e23\u0e31\u0e49\u0e07\u0e44\u0e14\u0e49\u0e40\u0e25\u0e02\u0e40\u0e14\u0e34\u0e21\u0e42\u0e14\u0e22\u0e43\u0e19\u0e17\u0e35\u0e48\u0e19\u0e35\u0e48\u0e40\u0e23\u0e32\u0e08\u0e30\u0e43\u0e2a\u0e48 123<\/li><li>Allow unknown categorical levels : \u0e2a\u0e23\u0e49\u0e32\u0e07\u0e23\u0e30\u0e14\u0e31\u0e1a unknow \u0e40\u0e1e\u0e34\u0e48\u0e21\u0e40\u0e15\u0e34\u0e21<\/li><\/ul><\/li><\/ul>\n\n\n\n<p>\u0e42\u0e14\u0e22\u0e43\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e19\u0e35\u0e49\u0e40\u0e23\u0e32\u0e08\u0e30\u0e01\u0e33\u0e2b\u0e19\u0e14\u0e04\u0e48\u0e32\u0e40\u0e2b\u0e25\u0e48\u0e32\u0e19\u0e35\u0e49\u0e15\u0e32\u0e21 AzureML \u0e01\u0e33\u0e2b\u0e19\u0e14\u0e21\u0e32\u0e41\u0e25\u0e49\u0e27<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"487\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-70-1024x487.png\" alt=\"\" class=\"wp-image-14117\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-70-1024x487.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-70-300x143.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-70-768x365.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-70-600x285.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-70.png 1186w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e04\u0e49\u0e19\u0e2b\u0e32 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 Loan_Status<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"501\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-71-1024x501.png\" alt=\"\" class=\"wp-image-14118\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-71-1024x501.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-71-300x147.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-71-768x376.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-71-600x294.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-71.png 1163w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\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<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"527\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-72-1024x527.png\" alt=\"\" class=\"wp-image-14119\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-72-1024x527.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-72-300x154.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-72-768x395.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-72-600x309.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-72.png 1181w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\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 \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\u0e02\u0e2d\u0e07\u0e40\u0e23\u0e32 \u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e01\u0e14 RUN<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"688\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-73-1024x688.png\" alt=\"\" class=\"wp-image-14120\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-73-1024x688.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-73-300x202.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-73-768x516.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-73-600x403.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-73.png 1071w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Visualize \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\u0e02\u0e2d\u0e07\u0e40\u0e23\u0e32\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16 Classification \u0e44\u0e14\u0e49\u0e04\u0e48\u0e32\u0e04\u0e27\u0e32\u0e21\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07 0.832 \u0e2b\u0e23\u0e37\u0e2d\u0e40\u0e17\u0e48\u0e32\u0e01\u0e31\u0e1a 83.2 % \u0e41\u0e25\u0e30\u0e04\u0e48\u0e32\u0e17\u0e35\u0e48\u0e43\u0e0a\u0e49\u0e27\u0e31\u0e14\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25\u0e21\u0e35\u0e04\u0e48\u0e32\u0e17\u0e35\u0e48\u0e2a\u0e39\u0e07\u0e17\u0e38\u0e01 \u0e46 \u0e04\u0e48\u0e32 \u0e17\u0e33\u0e43\u0e2b\u0e49\u0e40\u0e23\u0e32\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e2a\u0e23\u0e38\u0e1b\u0e44\u0e14\u0e49\u0e27\u0e48\u0e32 Two-Class Logistic Regression \u0e40\u0e1b\u0e47\u0e19\u0e42\u0e21\u0e40\u0e14\u0e25\u0e17\u0e35\u0e48\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e17\u0e35\u0e48\u0e14\u0e35\u0e41\u0e25\u0e30\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e43\u0e19\u0e01\u0e32\u0e23 Classification \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e01\u0e32\u0e23\u0e2d\u0e19\u0e38\u0e21\u0e31\u0e15\u0e34\u0e40\u0e07\u0e34\u0e19\u0e01\u0e39\u0e49<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"458\" src=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-74-1024x458.png\" alt=\"\" class=\"wp-image-14121\" srcset=\"https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-74-1024x458.png 1024w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-74-300x134.png 300w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-74-768x344.png 768w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-74-600x269.png 600w, https:\/\/www.fusionsol.com\/wp-content\/uploads\/sites\/2\/2020\/11\/image-74.png 1253w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-pullquote is-style-default has-border-color\" style=\"border-color:#faa91b\"><blockquote><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><p>Microsoft Azure<\/p><cite>02-440-0408 \/ sales@fusionsol.com<\/cite><\/blockquote><\/figure>\n\n\n\n<p>Link to&nbsp;<a href=\"https:\/\/www.fusionsol.com\/en\/products\/azure-ai-2\/\">Implement Azure<\/a>&nbsp;,&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.fusionsol.com\/en\/products\/power-bi\/\" target=\"_blank\">Implement Power BI<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>\u0e1a\u0e17\u0e17\u0e35\u0e48 16-Two-Class Logistic Regression \u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23 Classification \u0e01\u0e32\u0e23\u0e2d\u0e19\u0e38\u0e21\u0e31\u0e15\u0e34\u0e40\u0e07\u0e34\u0e19\u0e01\u0e39\u0e49\u0e14\u0e49\u0e27\u0e22\u0e42\u0e21\u0e40\u0e14\u0e25 Two-Class Logistic Regression \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 AzureML \u0e43\u0e19\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e40\u0e23\u0e32\u0e08\u0e30\u0e21\u0e32\u0e17\u0e33\u0e01\u0e32\u0e23 Classification \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49\u0e42\u0e21\u0e40\u0e14\u0e25\u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Two-Class Logistic Regression \u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e44\u0e14\u0e49\u0e07\u0e48\u0e32\u0e22 \u0e46\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 AzureML \u0e04\u0e48\u0e30 \u0e0b\u0e36\u0e48\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23 Classify \u0e43\u0e19\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e04\u0e37\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e01\u0e32\u0e23\u0e2d\u0e19\u0e38\u0e21\u0e31\u0e15\u0e34\u0e40\u0e07\u0e34\u0e19\u0e01\u0e39\u0e49\u0e0b\u0e36\u0e48\u0e07\u0e21\u0e35\u0e08\u0e33\u0e19\u0e27\u0e19 614 \u0e41\u0e16\u0e27 13 \u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c \u0e42\u0e14\u0e22\u0e21\u0e35 Target \u0e2b\u0e23\u0e37\u0e2d\u0e40\u0e1b\u0e49\u0e32\u0e2b\u0e21\u0e32\u0e22\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23 Classification \u0e02\u0e2d\u0e07\u0e40\u0e23\u0e32\u0e04\u0e37\u0e2d\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c\u0e17\u0e35\u0e48\u0e21\u0e35\u0e0a\u0e37\u0e48\u0e2d\u0e27\u0e48\u0e32 Loan_Status \u0e42\u0e14\u0e22\u0e17\u0e35\u0e48 Y \u0e41\u0e17\u0e19\u0e2a\u0e16\u0e32\u0e19\u0e30\u0e2d\u0e19\u0e38\u0e21\u0e31\u0e15\u0e34 \u0e41\u0e25\u0e30 N 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