<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN)"^^ . "Binary logistic regression is often used to predict variables with two possible\r\noutcomes. In application, overfitting can occur when the model overfits the training\r\ndata and fails to provide accurate predictions on new data. To overcome overfitting,\r\nregularization techniques can be used such as the LASSO method which adds\r\na penalty function to the size of the regression coefficients. This study aims to find\r\nout how the application of LASSO method helps to reduce overfitting and improve\r\nthe ability of model to deal with new data. With the LASSO method, some regression\r\nparameters will be penalized, so that their coefficient values become smaller or\r\neven zero, which makes the model simpler and less complicated. The results show\r\nthat applying the LASSO method to the binary logistic regression model improves\r\nthe accuracy and generalization ability of the model. Before the application of the\r\nLASSO method, the accuracy on the training data reached 100%, while on the test\r\ndata was only 96%. After applying LASSO, the accuracy on the test data increased\r\nto 98,23%, while the accuracy on the training data decreased to 98,24%, which indicates\r\nthat the model becomes more balanced and no longer adjusts too much to\r\nthe training data. The LASSO method also simplifies the model by eliminating irrelevant\r\nvariables and producing a more efficient model"^^ . "2025-05-20" . . . . "UIN SUNAN KALIJAGA YOGYAKARTA"^^ . . . "FAKULTAS SAINS DAN TEKNOLOGI, UIN SUNAN KALIJAGA YOGYAKARTA"^^ . . . . . . . . . "NIM.: 21106010036"^^ . "Sindi Lestari"^^ . "NIM.: 21106010036 Sindi Lestari"^^ . . . . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN) (Text)"^^ . . . . . "21106010036_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf"^^ . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN) (Text)"^^ . . . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN) (Other)"^^ . . . . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN) (Other)"^^ . . . . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN) (Other)"^^ . . . . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN) (Other)"^^ . . . . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN) (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN) (Other)"^^ . . . . . . "preview.jpg"^^ . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN) (Other)"^^ . . . . . . "medium.jpg"^^ . . . "IMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN) (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #71765 \n\nIMPLEMENTASI REGRESI LOGISTIK BINER DENGAN REGULARISASI LASSO DALAM MENANGANI MASALAH OVERFITTING (STUDI KASUS: KANKER PAYUDARA WISCONSIN)\n\n" . "text/html" . . . "510 Mathematics (Matematika)" . .