RBPBench - Motif Search Comparison Report

Comparison Report

List of available comparison statistics generated by RBPBench (rbpbench compare):

 

k562_eclip,human_v0.1,PUM1 method comparison statistics

Table: RBP motif hit statistics for combined ID "k562_eclip,human_v0.1,PUM1" (data ID, motif database ID, RBP ID) over different methods (method ID column).

Method ID # regions # motif hits % regions with motifs % motif nucleotides # motif hits per 1000 nt
dewseq_w100_s5 23 24 43.48 3.20 4.86
clipper_idr 32 8 18.75 2.69 3.84

   

Column IDs have the following meanings: Method ID -> method ID set for dataset (typically peak calling method ID), # regions -> number of peak regions used for motif search, # motif hits -> number of unique motif hits in peak regions (removed double counts), % regions with motifs -> percentage of peak regions with motif hits, % motif nucleotides -> percentage of unique motif nucleotides over effective peak region size (overlapping regions merged), # motif hits per 1000 nt -> number of motif hits over 1000 nt of called peak region size (overlapping regions NOT merged).

k562_eclip,human_v0.1,PUM2 method comparison statistics

Table: RBP motif hit statistics for combined ID "k562_eclip,human_v0.1,PUM2" (data ID, motif database ID, RBP ID) over different methods (method ID column).

Method ID # regions # motif hits % regions with motifs % motif nucleotides # motif hits per 1000 nt
dewseq_w100_s5 70 448 92.86 14.08 31.46
clipper_idr 77 219 76.62 17.64 46.89

   

Column IDs have the following meanings: Method ID -> method ID set for dataset (typically peak calling method ID), # regions -> number of peak regions used for motif search, # motif hits -> number of unique motif hits in peak regions (removed double counts), % regions with motifs -> percentage of peak regions with motif hits, % motif nucleotides -> percentage of unique motif nucleotides over effective peak region size (overlapping regions merged), # motif hits per 1000 nt -> number of motif hits over 1000 nt of called peak region size (overlapping regions NOT merged).

k562_eclip,human_v0.1,PUM1 method comparison plot

Based on the same combined ID "k562_eclip,human_v0.1,PUM1" (data ID, motif database ID, RBP ID), motif hit occurrences for 2 different methods (clipper_idr,dewseq_w100_s5) are compared via Venn diagram. Any given motif hit can either be found only by one method, or be identified by any set (>=2) of methods (intersection areas).

dataset comparison plot k562_eclip,human_v0.1,PUM1
title=

Figure: Venn diagram of motif hit occurrences for 2 different methods (clipper_idr,dewseq_w100_s5) with identical combined ID (k562_eclip,human_v0.1,PUM1) + corresponding percentages of total motif hits for each region (method exclusive and intersection(s)).

 

k562_eclip,human_v0.1,PUM2 method comparison plot

Based on the same combined ID "k562_eclip,human_v0.1,PUM2" (data ID, motif database ID, RBP ID), motif hit occurrences for 2 different methods (clipper_idr,dewseq_w100_s5) are compared via Venn diagram. Any given motif hit can either be found only by one method, or be identified by any set (>=2) of methods (intersection areas).

dataset comparison plot k562_eclip,human_v0.1,PUM2
title=

Figure: Venn diagram of motif hit occurrences for 2 different methods (clipper_idr,dewseq_w100_s5) with identical combined ID (k562_eclip,human_v0.1,PUM2) + corresponding percentages of total motif hits for each region (method exclusive and intersection(s)).