Publications by Abdul Aziz N
Working with Spatial Data
P3c. Working with Spatial Data P3c. Working with Spatial Data Spatial Data Structure Reading Spatial Data Importing Spatial Data Making Map Referensi Rahma Anisa1 Gerry Alfa Dito2 Abdul Aziz Nurussadad3 2/20/2021 Spatial Data Structure Tipe data spasial yang paling umum digunakan adalah shapefile, adapun tipe lain yang juga cukup populer ...
4345 sym R (4617 sym/27 pcs) 1 img
STA581-07 - Elastic Net, Fused Lasso, and Group Lasso
STA581-07 - Elastic Net, Fused Lasso, and Group Lasso STA581-07 - Elastic Net, Fused Lasso, and Group Lasso A. Elastic Net B. Group Lasso C. Fused Lasso Refences Rahma Anisa1 Gerry Alfa Dito2 Abdul Aziz Nurussadad3 3/11/2021 A. Elastic Net library(glmnet) ## Loading required package: Matrix ## Loaded glmnet 4.1-1 Data yang digunakan sebag...
4458 sym R (14885 sym/38 pcs) 4 img
Metode Seleksi Peubah untuk High-dimensional Data
STA581-06 - Metode Seleksi Peubah untuk High-dimensional Data STA581-06 - Metode Seleksi Peubah untuk High-dimensional Data A. Pendahuluan A.1 Package A.2 Data B. Metode Forward Selection C. Metode LASSO dan RIDGE C.1 Metode LASSO C.2 Metode RIDGE Reference Rahma Anisa1 Gerry Alfa Dito2 Abdul Aziz Nurussadad3 3/11/2021 A. Pendahuluan ...
5543 sym R (304332 sym/44 pcs) 5 img 1 tbl
Visualisasi Data dengan ggplot2
Visualisasi Data dengan ggplot2 Visualisasi Data dengan ggplot2 A. Pendahuluan A.1 Package A.2 Data A.3 Tambahan B. ggplot2 overview B.1 Scatter Plot B.2 Memberi Plot Title B.3 Mengubah axis label B.4 Mengubah axis limits B.5 Memberi Warna Titik B.6 Mengubah Bentuk Titik B.7 Mengubah Ukuran Titik B.8 Menggabungkan lebih dari Satu Geom B.9 Me...
11292 sym R (14314 sym/38 pcs) 22 img 1 tbl
Regresi Logistik
STA581-05 - Logistics Regression STA581-05 - Logistics Regression A. Pendahuluan A.1 Package A.2 Data A.3 Tambahan B. Default Datasets B.1 Eksplorasi Data B.2 The Model, Estimation and Inference B.3 Model Evaluation C. Lending Club Datasets C.1 Eksplorasi Data C.2 Membagi Data C.3 Model C.4 Evaluasi Model C.4.1 Confusion Matrix Referensi ...
7175 sym R (13591 sym/67 pcs) 7 img 1 tbl
Bicluster with `biclust` Package
Bicluster with biclust Package Bicluster with biclust Package A. Pendahuluan A.1 Package A.2 Data B. biclust pada Matrix sederhana B.1 The Bimax Bicluster algorithm BCBimax B.2 The CC Bicluster algorithm BCCC B.3 The Plaid Model Bicluster algorithm BCPlaid B.4 The Questmotif Bicluster algorithm BCQuest B.5 The Questmotif Bicluster algorithm ...
5108 sym R (10246 sym/76 pcs) 11 img
Database Queries with R
P3a-Database Queries with R P3a-Database Queries with R Database Queries Connection to a Database From dplyr to SQL Combining Multiple Tables with dplyr in R Referensi Rahma Anisa1 Gerry Alfa Dito2 Abdul Aziz Nurussadad3 2/20/2021 Database Queries Beberapa package yang digunakan untuk bekerja dengan database menggunakan R software adalah:...
7321 sym R (7056 sym/55 pcs)
Visualisasi Data di R
Visualisasi Data di R Visualisasi Data di R A. R Base Graphics A.0 Pendahuluan A.1 Basic Histogram A.2 Basic Line Graph with Regression A.3 Scatterplot with Legend A.4 Boxplot A.5 Menampilkan lebih dari Satu Plot sekaligus A.6 Menyimpan graphic B. ggplot2 B.0 Pendahuluan B.1 data B.2 geom_ B.3 aesthetics B.4 facet B.5 stat B.6 coord B.7 them...
4055 sym R (14097 sym/89 pcs) 40 img 1 tbl
Supervised Classification - k-NN, LDA, Regresi Logistik, CHAID, CART
Supervised Classification - k-NN, LDA, Regresi Logistik, CHAID, CART Supervised Classification - k-NN, LDA, Regresi Logistik, CHAID, CART Pertemuan VIII Library Data Eksplorasi Data K-Nearest Neighbors LDA : Linear Discriminant Analysis Regresi Logistik Pertemuan IX Library Data Eksplorasi Data CART CHAID HyperParameter Abdul Aziz Nurussad...
5015 sym R (20654 sym/76 pcs) 22 img
Support Vector Machine
Supervised Classification - Support Vector Machine Supervised Classification - Support Vector Machine Library Data Steel Plates Faults Data Set Import Data Pembagian Training - Testing Eksplorasi Data Ilustrasi SVM Terpisah Sempurna Tidak Terpisah Sempurna Non-Linear SVM User Defined Function Pemodelan Model 1 Model 2 Model 3 Model 4 Model...
1648 sym R (10153 sym/44 pcs) 9 img 1 tbl