Publications by Cam Turner
PA Final
Predicting Dengue Disease Spread Introduction This study was conducted as part of a competition lead by drivendata.org and attempts to develop a model that can accurately forecast outbreaks of dengue fever. Given that dengue is a mosquito-borne disease, its spread can be linked to climate related factors favorable to mosquitos. This suggests that ...
8724 sym 7 img 6 tbl
PA Homework 3
Predictive Analytics HW 3: Neural Nets/Ensemble Setup # R Environment # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) limit (Mb) max used (Mb) ## Ncells 521677 27.9 1155860 61.8 NA 669291 35.8 ## Vcells 961919 7.4 8388608 64.0 16384 1...
1092 sym R (12108 sym/36 pcs) 8 img 2 tbl
PA Discussion 6
PA Discussion 6: Neural Nets Setup ### Environment # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) limit (Mb) max used (Mb) ## Ncells 521355 27.9 1154940 61.7 NA 669291 35.8 ## Vcells 959623 7.4 8388608 64.0 16384 1840004 14.1 cat("...
1127 sym R (11027 sym/34 pcs) 5 img 1 tbl
PA Homework 2
Vehicle Sales Forecasting Setup # R Environment # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) limit (Mb) max used (Mb) ## Ncells 519859 27.8 1150665 61.5 NA 669291 35.8 ## Vcells 957445 7.4 8388608 64.0 16384 1840004 14.1 cat("\f"...
1444 sym R (11759 sym/38 pcs) 9 img 2 tbl
PA Discussion 5
Predictive Analytics Discussion 5: Mutual Funds Setup ### Environment # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) limit (Mb) max used (Mb) ## Ncells 522848 28.0 1159205 62 NA 669291 35.8 ## Vcells 970910 7.5 8388608 64 16384 1...
1113 sym R (7269 sym/13 pcs) 7 img
PA Discussion 4
Predictive Analytics Discussion 4: ARIMA with External Regressors Setup ### R Environment # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) limit (Mb) max used (Mb) ## Ncells 521495 27.9 1155340 61.8 NA 669291 35.8 ## Vcells 960590 7.4 838860...
1257 sym R (8841 sym/35 pcs) 8 img
Turner PA Discussion 3
Predictive Analytics Discussion 3: ARIMA Setup ### R Environment # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) limit (Mb) max used (Mb) ## Ncells 519613 27.8 1149965 61.5 NA 669285 35.8 ## Vcells 955384 7.3 8388608 64.0 16384 184010...
786 sym R (6184 sym/28 pcs) 5 img
PA Homework 1
Massachusetts Gas Prices Setup # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) limit (Mb) max used (Mb) ## Ncells 521515 27.9 1155397 61.8 NA 669291 35.8 ## Vcells 961152 7.4 8388608 64.0 16384 1840035 14.1 cat("\f") # Clear the...
2860 sym R (7340 sym/30 pcs) 6 img
PA Discussion 2
Predictive Analytics Discussion 2: ETS Models Setup # Clear the workspace rm(list = ls()) # Clear environment gc() # Clear unused memory ## used (Mb) gc trigger (Mb) limit (Mb) max used (Mb) ## Ncells 521271 27.9 1154700 61.7 NA 669291 35.8 ## Vcells 958634 7.4 8388608 64.0 16384 1840004 14.1 cat("\...
1672 sym R (4863 sym/25 pcs) 5 img
Turner_Classical Decomposition
Time Series Decomposition Data Description The data used in this project comes from a larger dataset, Global Climate Change Data, from data.world. The original had temp data on cities around the world from 1750-2013. All future filtering will be done here in R. I played with the dataset a little in Excel before importing it and filtered it to only...
1884 sym R (2403 sym/13 pcs) 3 img 1 tbl