Environmental prediction challenge – method description
Obligatory information

Name of method:											

Descriptors used: 
E-state indices:			Dragon descriptors:					 
SimulationsPlus:			QuantumChemistry:					
MOE:					Only structures (e.g. in graph kernels):		
Additional descriptors (indicate type, vendor or/and provide brief description and references):

Chemical classes:
Have you used information about chemical classes to build your model? 		
If yes, please, describe.

Mechanism and/or mode of action:
Have you used information about mechanisms and/or modes of action to build your model? 		
If yes, please, describe.

Descriptor selection:
Have you done selection of descriptors? 		
If yes, specify, number of descriptors selected for the final model: 		
If yes, describe the used procedure:

Method (select one):
Linear Regression: 			
Partial Least Squares:			
K Nearest Neighbors:			
Support Vector Machines: 		
Neural Networks:			
Random Forest:			
Graph Kernels:			
Gaussian Processes:			
Other (please, specify):										

Have you also used the Known set to develop the final model?		

Software suite/vendor (select one):
 R language www.r-project.org:					
 VCCLAB http://www.vcclab.org :					
 WEKA http://www.cs.waikato.ac.nz/ml/weka:			
other (indicate vendor, link, etc.): 									

Have you provided the predicted errors? 		
If yes, provide a description:

Detailed description of the method (the description should be sufficient to reproduce results, please, also provide references to the respective articles with more details, if available):

Optional information (not required, but would help us to better understand the challenge; this information will not be provided to the AB members)

Country of your work:			
Name of your organization:	 						
Your age:									
Your gender:				

Type of your organization (select one):  
	University		
	Government		
	No-for profit 		
	Company		

Your education:
	MSc			 	
	Diploma		
	PhD			
	Other (please indicate):					

Your function:
	Student			
	Research Scientist		
	Group leader			
	Other (please, indicate):					

Have you already participated in a similar challenge? 		
If yes, please indicate which one:  								

Estimated time (hours) you have spent for this challenge: