Update README.md

README.md

@@ -45,7 +45,7 @@ variables  = ["SSO", "SSC"]     # Financial indicators of choice
 trainStart = '2013-03-01'       # Start of training period
 trainEnd   = '2015-07-15'       # End of training period
 testStart  = '2015-07-16'       # Start of testing period
-testEnd    = '2016-07-16'       # End of training period
+testEnd    = '2016-07-16'       # End of testing period
 buyThreshold  = 0.65            # Confidence threshold for predicting buy (default = 0.65) 
 sellThreshold = 0.65            # Confidence threshold for predicting sell (default = 0.65)
 C = 1                           # Penalty parameter (default = 1)
@@ -128,7 +128,7 @@ variables  = ["SSO", "SSC", "SSL"]   # Financial indicators of choice
 trainStart = '2013-03-01'            # Start of training period
 trainEnd   = '2015-07-15'            # End of training period
 testStart  = '2015-07-16'            # Start of testing period
-testEnd    = '2016-07-16'            # End of training period
+testEnd    = '2016-07-16'            # End of testing period
 buyThreshold  = 0.65                 # Confidence threshold for predicting buy (default = 0.65) 
 sellThreshold = 0.65                 # Confidence threshold for predicting sell (default = 0.65)
 C = 1                                # Penalty parameter (default = 1)
@@ -261,7 +261,7 @@ variables = ["SSO", "SSC", "RSI", ... , Xn]    # n features
 ```
 
 #### Flexible Data Handling
-Download historical data directly from popular distrubution sources. Clairvoyant is 
+Download historical data directly from popular distribution sources. Clairvoyant is 
 flexible with most date formats and will ignore unused columns in the dataset. If it
 can't find the date specified, it will choose a suitable alternative.
 ```text