Update README.md

README.md

@@ -5,18 +5,18 @@ CALDER is a Hi-C analysis tool that allows: (1) compute chromatin domains from w
 
 ![Alt text](./img/CALDER_methods.png "CALDER methods")
 
-## We added multiple new features in version 2.0
+## Multiple new features were added in version 2.0
 
 * Support for hg19, hg38, mm9, mm10 and other genomes
 * Support input in .hic format generated by Juicer tools (https://github.com/aidenlab/juicer)
 * Opitimized bin_size selection
-* Added output in tabular .txt format for downstream analysis
 * Aggregated all chromosome output into a single file
+* Added output in tabular .txt format at bin level for downstream analysis
 
 ## Introduction of opitimized bin_size selection
 (Trough out the CALDER package, 'bin_size' means the size of the Hi-C contacts is binned, and is equivalent to 'resoltution' in the literature)
 
-We added an opitimized bin_size selection strategy for the purpose of calling reliable compartments at high resolution. This is based on the observation from our large scale compartment analysis that, although compartments can change between different conditions, their overall consistency is high. Due to reasons such as low data resolution or large scale structrual variation, compartments can be unrealiablly called at a given bin_size but can be captured at another bin_size. Thus we try mutiple `bin_sizes` and choose the compartments called at the smallest `bin_size` value, if for any bigger `bin_size`  
+We added an opitimized bin_size selection strategy for the purpose of calling reliable compartments at high resolution. This is based on the observation from our large scale compartment analysis that, although compartments can change between different conditions, their overall consistency is high. Due to reasons such as low data resolution or large scale structrual variation, compartments can be unrealiablly called at a given bin_size but can be captured at another bin_size. Thus we try mutiple `bin_sizes` and choose the compartments called at the smallest `bin_size` value, if for any bigger `bin_size` the correlation b 
 
 High quality compartment calls were generated for 'hg19' (hic data from GSE63525), 'hg38' (hic data from https://data.4dnucleome.org/files-processed/4DNFI1UEG1HD/), 'mm9' (hic data from GSM3959427), 'mm10' (hic data from http://hicfiles.s3.amazonaws.com/external/bonev/CN_mapq30.hic)