vcerqueira / performance_estimation Goto Github PK

Hello,

I could not find some of the datasets that you load in your code.

In particular, I'm looking at your synthetic datasets (I didn't check if there were issues with the RWTS).

In result-analysis-synthetic.r, you have:

load("final_results_synthetic_ts1_lasso.rdata")
load("final_results_synthetic_ts2_lasso.rdata")
load("final_results_synthetic_ts3_lasso.rdata")
load("final_results_synthetic_ts1_rbr.rdata")
load("final_results_synthetic_ts2_rbr.rdata")
load("final_results_synthetic_ts3_rbr.rdata")
load("final_results_synthetic_ts1_rf.rdata")
load("final_results_synthetic_ts2_rf.rdata")
load("final_results_synthetic_ts3_rf.rdata")

Out of those, I could only find the code for the creation on the last one ("final_results_synthetic_ts3_rbr.rdata"). The code that creates this dataset is the perfestimation-synthetic.r.

Using this file, if I want to obtain the remaining datasets (for instance, those related to TS1), should I just change
embedded_time_series <- synthetic$TS3 to embedded_time_series <- synthetic$TS1
and the argument for predictive_algorithm inside the function workflow ("rf", "rbr", and "lasso")?

Thanks.