initial version for quantitative features

1 files changed, 3 insertions, 3 deletions

diff --git a/README b/README
index b4e1eee..5182758 100644
--- a/README
+++ b/README
@@ -16,7 +16,7 @@ lazar algorithm
 Create fminer features        POST  /fminer dataset_uri,            URI for feature dataset   200,400,404,500
                                             feature_uri   
 Create lazar model            POST  /lazar  dataset_uri,            URI for lazar model       200,400,404,500
-                                            feature_uri, 
+                                            prediction_feature, 
                                             feature_generation_uri  
 
 Supported MIME formats (http://chemical-mime.sourceforge.net/):
@@ -32,13 +32,13 @@ Get the OWL-DL representation of lazar
   curl http://webservices.in-silico.ch/algorithm/lazar
 
 Create fminer features
-  curl -X POST -d dataset_uri={datset_uri} -d feature_uri={feature_uri} http://webservices.in-silico.ch/algorithm/fminer
+  curl -X POST -d dataset_uri={datset_uri} -d prediction_feature={feature_uri} http://webservices.in-silico.ch/algorithm/fminer
   (feaure_uri specifies the dependent variable, e.g. http://www.epa.gov/NCCT/dsstox/CentralFieldDef.html#ActivityOutcome_CPDBAS_Hamster)
 
   Creates a dataset with fminer features (backbone refinement class representatives from supervised graph mining, see http://www.maunz.de/libfminer-doc/). These features can be used e.g. as structural alerts, as descriptors (fingerprints) for prediction models or for similarity calculations.
 
 Create lazar model
-  curl -X POST -d dataset_uri={datset_uri} -d feature_uri={feature_uri} -d feature_generation_uri=http://webservices.in-silico.ch/algorithm/fminer http://webservices.in-silico.ch/test/algorithm/lazar
+  curl -X POST -d dataset_uri={datset_uri} -d prediction_feature={feature_uri} -d feature_generation_uri=http://webservices.in-silico.ch/algorithm/fminer http://webservices.in-silico.ch/test/algorithm/lazar
   (feaure_uri specifies the dependent variable, e.g. http://www.epa.gov/NCCT/dsstox/CentralFieldDef.html#ActivityOutcome_CPDBAS_Hamster)
 
 More documentation: Source code (application.rb, fminer.rb, lazar.rb)