Clean repo and debug setup.sh

1 files changed, 5 insertions, 2 deletions

diff --git a/README.md b/README.md
index 52a99f5..7e02742 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,13 @@
 # loosely-policies-analytics
 
 ## Analysis folder
-- learning.R: contains two major functions:
+- offline.R: contains two major functions:
   - build_models: To generate K-fold cross-validation results (note that hyper-parameters for decisions tree is fixed (no validation set))
   - generate_inputs: generate the inputs for the simulations experiments + the decision tree plots
-- days.R: Implement the in-situ learning approach
+- in-situ.R: Implement the in-situ learning approach (Figure 4a 4b and 4c)
+    - For figure 4a and 4b we train the model with increasing amount of data from previous results as if we were using one policy per day (see section IV.A)
+    - For figure 4c, delta is generated by comparing using each policies in round-robin (one per days to perform the training)
+        to each previous paper results with single policy only (see paper section IV.A)
 
 Todo: remove minbucket=1 (does not impact the results)