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-rw-r--r--README.md14
1 files changed, 7 insertions, 7 deletions
diff --git a/README.md b/README.md
index 84d9fc9..eb525ee 100644
--- a/README.md
+++ b/README.md
@@ -27,7 +27,7 @@ optional arguments:
Save ranklist pics id in a txt file for first SHOWRANK
queries
-1, --normalise Normalise features
- -2, --standardise Standardise features
+ -2, --standardise Standardise features
-M MULTRANK, --multrank MULTRANK
Run for different ranklist sizes equal to MULTRANK
-C, --comparison Compare baseline and improved metric
@@ -39,13 +39,13 @@ optional arguments:
```
-**EXAMPLE 1** for `evaluate.py`:
+**EXAMPLES 1** for `evaluate.py`:
**EXAMPLE 1.1**: Run euclidean distance with top n
-`evaluate.py -e -n 10`
+`evaluate.py -e -n 10`
-or simply
+*or simply*
`evaluate.py -n 10`
@@ -87,15 +87,15 @@ or simply
**EXAMPLE 1.11**: Run euclidean distance specifying a different data folder location
-for data int the same folder as evaluate.py:
+*for data int the same folder as evaluate.py:*
`evaluate.py --data ./`
-or for data in another folder:
+*or for data in another folder:*
`evaluate.py --data ./foo/bar/`
-**EXAMPLE 2** for `opt.py`:
+**EXAMPLES 2** for `opt.py`:
**EXAMPLE 2.1**: optimize top 1 accuracy for k1, k2, lambda speeding up the process with PCA, top 50 eigenvectors