Publications by Muhammad Nachnoer Novatron Fitra Arss
Handling Autocorrelation
Handling Autocorrelation by Muhammad Nachnoer Novatron Fitra Arss Data Eksplorasi Pengujian Penanganan A. Input Data Memanggil Packages lapply(c("readxl","dplyr","ggplot2","hrbrthemes","car","orcutt","lawstat","knitr"),library,character.only=T)[[1]] ## [1] "readxl" "stats" "graphics" "grDevices" "utils" "datasets" ## [7] "...
2961 sym R (9570 sym/34 pcs) 2 img 2 tbl
Autokol VS Lag
Handling Autocorrelation II by Muhammad Nachnoer Novatron Fitra Arss Awalan Koyck DLM ARDLM Akhiran A. Awalan Memanggil Packages lapply(c("dLagM","dynlm","MLmetrics","readxl","dplyr","car","lmtest","caTools","ggplot2","hrbrthemes","kableExtra"),library,character.only=T)[[1]] ## [1] "dLagM" "dynlm" "zoo" "nardl" "stat...
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ARIMA MODELLING
A. Call Package B.Cek kestasioneran C. Differencing D. Kandidat model E. Pemodelan F. Kesimpulan 2022-09-28 ARIMA by Kelompok 2 A. Call Package lapply(c("readxl","Mcomp","smooth","fpp2","tseries","TTR","TSA","dplyr","MLmetrics"),library, character.only=T)[[1]] ## [1] "readxl" "stats" "graphics" "grDevices" "utils" "datasets" ...
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Neuralnet vs SVM
Library Dataset Preprocessing Spliting Data Oversampling Model Neuralnet Model 1 Model 2 Perbandingan Model SVM Best Kernel SVM-Best Kernel Confusion Matrix Tuning Hyperparameter SVM-Best Hyper & Kernel Sebelum vs Sesudah Tuning Perbandingan Model SVM & Neuralnetwork Code Show All Code Hide All Code TUGAS PRAKTIKUM 6 PSD Library Bebera...
2604 sym R (16319 sym/59 pcs) 8 img
Proyek Akhir Kelompok 2
A. Latar Belakang B. Metadata Data Temperatur Rata-Rata Indonesia (Y) Data Populasi Indonesia (X) C. Call Package D.Data Awal 1. Data Peubah Respon 2. Data Peubah Penjelas 3. Penggabungan Data Peubah Respon dan Peubah Penjelas 4. Data Training dan Testing dari Peubah Respon E. Eksplorasi Data 1. Time Series Plot Data Peubah Respon dan Peubah...
12731 sym Python (31314 sym/119 pcs) 21 img
NON-LINEAR REGRESSION II
Non-Linear Regression by Muhammad Nachnoer Novatron Fitra Arss Awalan Knots RLS RLB Akhiran Simdat A. Awalan Packages lapply(c("MultiKink","ggplot2","dplyr","purrr","car", "hrbrthemes","MLmetrics","splines","ggcorrplot","ISLR","hrbrthemes"), library,character.only=T)[[1]] ## [1] "MultiKink" "stats" "graphics" "g...
2958 sym Python (6515 sym/57 pcs) 12 img
TPG PRAK
Library Dataset Data Formatting Analisis Data Eksplorasi Data PCA TPGRMD Muhammad Nachnoer Novatron Fitra Arss 2022-11-28 Library lapply(c("readxl","factoextra","ggcorrplot","ggplot2","hrbrthemes","profileR"),library,character.only=T)[[1]] ## Loading required package: ggplot2 ## Welcome! Want to learn more? See two factoextra-related book...
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Unsupervised Learning
Packages Data Pre-processing Ward Hieararchical Clustering Screeplot Dendogram Cluster Plot Data Agregat Radar-Chart PCA Summary PCA Rotasi PCA PCA-Biplot All of TPG for PSD 2022-11-30 Packages lapply(c("readxl","factoextra","FactoMineR","ggplot2","hrbrthemes","gridExtra","ggradar","dplyr","scales"),library,character.only=T)[[1]] ## [1] "r...
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Supervised & Unsupervised Learning
Superunsuper Learning by Muhammad Nachnoer Novatron Fitra Arss Awalan Clustering Interpretasi Ridge vs Lasso AwalanBack Packages lapply(c("readxl","readr","rvest","factoextra","hrbrthemes", "gridExtra","StatMatch","scales","dplyr","ggradar","ggcorrplot", "glmnet","caret"), library,character.only=T)[[1]] ## [1...
3480 sym Python (11700 sym/43 pcs) 9 img
Engine SQL dan Paket dplyr di R
Menu Bagian I: Akses dan Wrangling Database di R dengan Engine SQL Bagian II: Akses dan Wrangling Database di R dengan dplyr Bagian III: Akses dan Wrangling Dataset di R dengan dplyr A. Akses dan Wrangling Database di R dengan Engine SQL ~Back Akses database Company.db menggunakan fungsi dbconnect() dan SQLite() dari library DBI dan RSQLite...
1986 sym R (8565 sym/45 pcs) 1 img 2 tbl