Hi,
The modification is simple. I will tell you how to do it. I'm assuming that you are using the source code version of SPMF.
You need to open the file
SequenceDatabase.java in the package
ca/pfv/spmf/sequentialpatterns/prefixspan_with_strings/Then you should replace the method
addSequence with this code:
public void addSequence(String[] line) { //
for(String element: line){
Sequence sequence = new Sequence(sequences.size());
for(int i=0; i< element.length(); i++){
Itemset itemset = new Itemset(""+element.charAt(i));
sequence.addItemset(itemset);
}
sequences.add(sequence);
}
}
That's all. After that you can use the file MainTestPrefixSpanWithStrings in the package ca/pfv/spmf/test/
to run the PrefixSpan algorithm on your data and get the sequential patterns.
For example, i have run the algorithm on the data that you provided with minsup = 0.50 (50%) and here is the result:
============= Algorithm - STATISTICS =============
Total time ~ 281 ms
Frequent sequences count : 635
----------FREQUENT SEQUENTIAL PATTERNS -------
L0
L1
pattern 0: (f ) Sequence ID: 1 3 4 5 support : 0,57 (4/7)
pattern 0: (g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (d ) Sequence ID: 0 1 2 4 5 6 support : 0,86 (6/7)
pattern 0: (e ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (a ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (l ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (m ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (k ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (h ) Sequence ID: 0 1 2 3 5 support : 0,71 (5/7)
pattern 0: (i ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (v ) Sequence ID: 0 1 2 3 6 support : 0,71 (5/7)
pattern 0: (t ) Sequence ID: 1 2 3 5 6 support : 0,71 (5/7)
pattern 0: (s ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (r ) Sequence ID: 1 3 4 5 6 support : 0,71 (5/7)
pattern 0: (p ) Sequence ID: 1 2 3 4 6 support : 0,71 (5/7)
L2
pattern 0: (f )(r ) Sequence ID: 1 3 4 5 support : 0,57 (4/7)
pattern 0: (f )(l ) Sequence ID: 1 3 4 5 support : 0,57 (4/7)
pattern 0: (f )(e ) Sequence ID: 1 3 4 5 support : 0,57 (4/7)
pattern 0: (g )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(k ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(i ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (g )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (g )(e ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(v ) Sequence ID: 0 1 2 6 support : 0,57 (4/7)
pattern 0: (d )(r ) Sequence ID: 1 4 5 6 support : 0,57 (4/7)
pattern 0: (d )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (d )(l ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (d )(k ) Sequence ID: 1 2 4 5 6 support : 0,71 (5/7)
pattern 0: (d )(h ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (d )(i ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (d )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (d )(e ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(a ) Sequence ID: 0 1 2 4 6 support : 0,71 (5/7)
pattern 0: (e )(v ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (e )(r ) Sequence ID: 1 3 4 5 6 support : 0,71 (5/7)
pattern 0: (e )(l ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (e )(k ) Sequence ID: 0 1 2 4 5 6 support : 0,86 (6/7)
pattern 0: (e )(h ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (e )(i ) Sequence ID: 0 3 4 5 6 support : 0,71 (5/7)
pattern 0: (e )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(d ) Sequence ID: 0 1 4 5 6 support : 0,71 (5/7)
pattern 0: (e )(e ) Sequence ID: 0 1 2 3 4 5 support : 0,86 (6/7)
pattern 0: (e )(a ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (a )(l ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (a )(k ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (a )(i ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (a )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (a )(e ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (a )(a ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (l )(v ) Sequence ID: 0 1 2 3 6 support : 0,71 (5/7)
pattern 0: (l )(s ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (l )(r ) Sequence ID: 1 3 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(l ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (l )(k ) Sequence ID: 0 1 2 4 5 6 support : 0,86 (6/7)
pattern 0: (l )(h ) Sequence ID: 0 1 2 3 5 support : 0,71 (5/7)
pattern 0: (l )(i ) Sequence ID: 0 2 3 4 5 6 support : 0,86 (6/7)
pattern 0: (l )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(d ) Sequence ID: 0 1 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(e ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (l )(a ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (m )(k ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (m )(e ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (k )(v ) Sequence ID: 0 1 2 3 6 support : 0,71 (5/7)
pattern 0: (k )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (k )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (k )(p ) Sequence ID: 1 2 3 6 support : 0,57 (4/7)
pattern 0: (k )(l ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (k )(k ) Sequence ID: 1 2 3 4 5 6 support : 0,86 (6/7)
pattern 0: (k )(h ) Sequence ID: 0 1 2 3 5 support : 0,71 (5/7)
pattern 0: (k )(i ) Sequence ID: 0 2 3 4 5 6 support : 0,86 (6/7)
pattern 0: (k )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (k )(d ) Sequence ID: 0 1 4 5 6 support : 0,71 (5/7)
pattern 0: (k )(e ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (k )(a ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (h )(v ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(t ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (h )(l ) Sequence ID: 0 1 2 3 5 support : 0,71 (5/7)
pattern 0: (h )(k ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(h ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(e ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(a ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (i )(r ) Sequence ID: 1 3 5 6 support : 0,57 (4/7)
pattern 0: (i )(l ) Sequence ID: 0 1 2 3 4 5 support : 0,86 (6/7)
pattern 0: (i )(k ) Sequence ID: 1 2 3 4 5 support : 0,71 (5/7)
pattern 0: (i )(h ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (i )(e ) Sequence ID: 1 2 3 4 5 support : 0,71 (5/7)
pattern 0: (i )(a ) Sequence ID: 1 2 3 4 support : 0,57 (4/7)
pattern 0: (v )(l ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (v )(h ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (t )(v ) Sequence ID: 1 2 3 6 support : 0,57 (4/7)
pattern 0: (t )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (t )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (t )(h ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (t )(i ) Sequence ID: 2 3 5 6 support : 0,57 (4/7)
pattern 0: (t )(e ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (s )(v ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(l ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(k ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(e ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (p )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(l ) Sequence ID: 1 2 3 4 6 support : 0,71 (5/7)
pattern 0: (p )(k ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(e ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(a ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
L3
pattern 0: (f )(l )(r ) Sequence ID: 1 3 4 5 support : 0,57 (4/7)
pattern 0: (f )(e )(r ) Sequence ID: 1 3 4 5 support : 0,57 (4/7)
pattern 0: (f )(e )(l ) Sequence ID: 1 3 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(k ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(i ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(g ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(e ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(k )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(k )(g ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(k )(e ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(i )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(g )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(g )(i ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (g )(g )(g ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(e )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(l )(k ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(l )(e ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(k )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (d )(k )(l ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(k )(k ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(k )(i ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (d )(k )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (d )(k )(e ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(k )(a ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (d )(h )(l ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (d )(i )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(i )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (d )(g )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(g )(i ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (d )(g )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (d )(e )(k ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(e )(e ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(a )(i ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (d )(a )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (e )(l )(r ) Sequence ID: 1 3 4 5 6 support : 0,71 (5/7)
pattern 0: (e )(l )(l ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (e )(l )(k ) Sequence ID: 0 1 2 4 5 6 support : 0,86 (6/7)
pattern 0: (e )(l )(h ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (e )(l )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(l )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(l )(d ) Sequence ID: 0 1 4 5 6 support : 0,71 (5/7)
pattern 0: (e )(l )(e ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (e )(l )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (e )(k )(l ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (e )(k )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(k )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(k )(d ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (e )(k )(e ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (e )(k )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (e )(h )(l ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (e )(i )(l ) Sequence ID: 0 3 4 5 support : 0,57 (4/7)
pattern 0: (e )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (e )(d )(k ) Sequence ID: 1 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(d )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(d )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(d )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (e )(e )(l ) Sequence ID: 0 1 2 3 4 5 support : 0,86 (6/7)
pattern 0: (e )(e )(k ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (e )(e )(h ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (e )(a )(l ) Sequence ID: 0 2 3 4 support : 0,57 (4/7)
pattern 0: (e )(a )(k ) Sequence ID: 0 1 2 4 support : 0,57 (4/7)
pattern 0: (e )(a )(e ) Sequence ID: 0 1 2 4 support : 0,57 (4/7)
pattern 0: (a )(l )(i ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(l )(a ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(k )(l ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (a )(k )(k ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(k )(i ) Sequence ID: 0 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(k )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (a )(k )(e ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (a )(k )(a ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (a )(i )(l ) Sequence ID: 0 2 3 4 support : 0,57 (4/7)
pattern 0: (a )(g )(i ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (a )(g )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (a )(e )(l ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (a )(e )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (a )(e )(i ) Sequence ID: 0 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(e )(e ) Sequence ID: 1 2 3 4 support : 0,57 (4/7)
pattern 0: (a )(e )(a ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (a )(a )(l ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (a )(a )(k ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(i ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (a )(a )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(e ) Sequence ID: 1 2 3 4 6 support : 0,71 (5/7)
pattern 0: (a )(a )(a ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (l )(v )(l ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (l )(v )(h ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (l )(s )(v ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (l )(s )(l ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (l )(s )(e ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (l )(s )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (l )(t )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(l )(r ) Sequence ID: 1 3 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(l )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(l )(l ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (l )(l )(k ) Sequence ID: 0 1 2 4 5 6 support : 0,86 (6/7)
pattern 0: (l )(l )(h ) Sequence ID: 0 1 2 3 5 support : 0,71 (5/7)
pattern 0: (l )(l )(i ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(l )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(l )(d ) Sequence ID: 0 1 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(l )(e ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (l )(l )(a ) Sequence ID: 0 1 2 4 6 support : 0,71 (5/7)
pattern 0: (l )(k )(v ) Sequence ID: 0 1 2 6 support : 0,57 (4/7)
pattern 0: (l )(k )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(l ) Sequence ID: 0 1 2 4 5 6 support : 0,86 (6/7)
pattern 0: (l )(k )(k ) Sequence ID: 1 2 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(k )(h ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (l )(k )(i ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(k )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(k )(d ) Sequence ID: 0 1 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(k )(e ) Sequence ID: 0 1 2 4 5 6 support : 0,86 (6/7)
pattern 0: (l )(k )(a ) Sequence ID: 0 1 2 4 6 support : 0,71 (5/7)
pattern 0: (l )(h )(v ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (l )(h )(l ) Sequence ID: 0 1 2 3 5 support : 0,71 (5/7)
pattern 0: (l )(h )(h ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (l )(i )(l ) Sequence ID: 0 2 3 4 5 support : 0,71 (5/7)
pattern 0: (l )(i )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(i )(e ) Sequence ID: 2 3 4 5 support : 0,57 (4/7)
pattern 0: (l )(g )(i ) Sequence ID: 0 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(g )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(d )(k ) Sequence ID: 1 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(d )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(d )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(d )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (l )(e )(v ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (l )(e )(r ) Sequence ID: 1 3 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(e )(l ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (l )(e )(k ) Sequence ID: 0 1 2 4 5 6 support : 0,86 (6/7)
pattern 0: (l )(e )(h ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (l )(e )(i ) Sequence ID: 0 3 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(e )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(d ) Sequence ID: 0 1 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(e )(e ) Sequence ID: 0 1 2 3 4 5 support : 0,86 (6/7)
pattern 0: (l )(e )(a ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (l )(a )(l ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (l )(a )(k ) Sequence ID: 0 1 2 4 6 support : 0,71 (5/7)
pattern 0: (l )(a )(i ) Sequence ID: 0 2 3 6 support : 0,57 (4/7)
pattern 0: (l )(a )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(a )(e ) Sequence ID: 0 1 2 4 6 support : 0,71 (5/7)
pattern 0: (l )(a )(a ) Sequence ID: 0 1 2 4 6 support : 0,71 (5/7)
pattern 0: (m )(k )(e ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (k )(v )(l ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (k )(v )(h ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (k )(t )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (k )(p )(l ) Sequence ID: 1 2 3 6 support : 0,57 (4/7)
pattern 0: (k )(l )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (k )(l )(l ) Sequence ID: 1 2 3 4 5 6 support : 0,86 (6/7)
pattern 0: (k )(l )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(i ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(e ) Sequence ID: 1 2 3 4 6 support : 0,71 (5/7)
pattern 0: (k )(l )(a ) Sequence ID: 1 2 3 4 6 support : 0,71 (5/7)
pattern 0: (k )(k )(v ) Sequence ID: 1 2 3 6 support : 0,57 (4/7)
pattern 0: (k )(k )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (k )(k )(l ) Sequence ID: 1 2 3 4 5 6 support : 0,86 (6/7)
pattern 0: (k )(k )(k ) Sequence ID: 1 2 3 4 6 support : 0,71 (5/7)
pattern 0: (k )(k )(h ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (k )(k )(i ) Sequence ID: 2 3 4 5 6 support : 0,71 (5/7)
pattern 0: (k )(k )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (k )(k )(d ) Sequence ID: 1 4 5 6 support : 0,57 (4/7)
pattern 0: (k )(k )(e ) Sequence ID: 1 2 3 4 5 6 support : 0,86 (6/7)
pattern 0: (k )(k )(a ) Sequence ID: 1 2 3 4 6 support : 0,71 (5/7)
pattern 0: (k )(h )(l ) Sequence ID: 0 1 2 3 5 support : 0,71 (5/7)
pattern 0: (k )(i )(l ) Sequence ID: 0 2 3 4 5 support : 0,71 (5/7)
pattern 0: (k )(i )(k ) Sequence ID: 2 3 4 5 support : 0,57 (4/7)
pattern 0: (k )(i )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (k )(i )(e ) Sequence ID: 2 3 4 5 support : 0,57 (4/7)
pattern 0: (k )(g )(i ) Sequence ID: 0 2 5 6 support : 0,57 (4/7)
pattern 0: (k )(g )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (k )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (k )(d )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (k )(d )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (k )(d )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (k )(e )(v ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (k )(e )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (k )(e )(l ) Sequence ID: 0 1 2 3 4 5 6 support : 1 (7/7)
pattern 0: (k )(e )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(e )(h ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (k )(e )(i ) Sequence ID: 0 3 4 5 6 support : 0,71 (5/7)
pattern 0: (k )(e )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (k )(e )(d ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (k )(e )(e ) Sequence ID: 1 2 3 4 support : 0,57 (4/7)
pattern 0: (k )(e )(a ) Sequence ID: 0 1 2 3 4 6 support : 0,86 (6/7)
pattern 0: (k )(a )(l ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (k )(a )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(a )(i ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (k )(a )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(a )(e ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(a )(a ) Sequence ID: 0 1 2 4 6 support : 0,71 (5/7)
pattern 0: (h )(v )(l ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(v )(h ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(l )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (h )(k )(l ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(k )(h ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(k )(e ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(k )(a ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(h )(l ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(e )(l ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(e )(a ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(a )(k ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(a )(e ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(a )(a ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (i )(l )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(l )(h ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(l )(e ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(k )(l ) Sequence ID: 1 2 3 4 5 support : 0,71 (5/7)
pattern 0: (i )(k )(k ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (i )(k )(h ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(k )(e ) Sequence ID: 1 2 3 4 5 support : 0,71 (5/7)
pattern 0: (i )(h )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(e )(l ) Sequence ID: 1 2 3 4 5 support : 0,71 (5/7)
pattern 0: (i )(e )(e ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (t )(l )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (t )(h )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (t )(e )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (s )(l )(v ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(l )(l ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(l )(e ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(l )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(k )(v ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(k )(l ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(k )(e ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(k )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(e )(v ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(e )(l ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(e )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(a )(k ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(a )(e ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(a )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (p )(l )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(l )(l ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(l )(e ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(l )(a ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(k )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(k )(l ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(k )(e ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(k )(a ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(e )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(e )(l ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(e )(a ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
L4
pattern 0: (f )(e )(l )(r ) Sequence ID: 1 3 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l )(k ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l )(i ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l )(g ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l )(e ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(k )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(k )(g ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(k )(e ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(i )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(g )(g ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(e )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(k )(e )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(g )(i )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(g )(g )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(e )(l )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(l )(k )(k ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(l )(k )(e ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(k )(k )(e ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(k )(i )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (d )(k )(g )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (d )(g )(i )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(g )(g )(i ) Sequence ID: 0 2 5 6 support : 0,57 (4/7)
pattern 0: (d )(a )(g )(i ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (d )(a )(g )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (e )(l )(k )(l ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (e )(l )(k )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(l )(k )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(l )(k )(d ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (e )(l )(k )(e ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (e )(l )(k )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (e )(l )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(l )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (e )(l )(d )(k ) Sequence ID: 1 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(l )(d )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(l )(d )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(l )(d )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (e )(l )(e )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (e )(k )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(k )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (e )(d )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(e )(l )(k ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (e )(e )(k )(l ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (e )(e )(h )(l ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (a )(k )(k )(a ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(k )(e )(l ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (a )(k )(e )(i ) Sequence ID: 0 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(k )(e )(a ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (a )(k )(a )(l ) Sequence ID: 0 2 3 4 support : 0,57 (4/7)
pattern 0: (a )(k )(a )(i ) Sequence ID: 0 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(e )(a )(l ) Sequence ID: 0 2 3 4 support : 0,57 (4/7)
pattern 0: (a )(a )(l )(a ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(k )(l ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(k )(k ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(k )(e ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(k )(a ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(i )(l ) Sequence ID: 0 2 3 4 support : 0,57 (4/7)
pattern 0: (a )(a )(e )(l ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(e )(a ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(a )(l ) Sequence ID: 0 2 3 4 6 support : 0,71 (5/7)
pattern 0: (a )(a )(a )(i ) Sequence ID: 0 3 4 6 support : 0,57 (4/7)
pattern 0: (l )(s )(e )(v ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (l )(s )(e )(l ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (l )(s )(e )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (l )(l )(l )(k ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (l )(l )(l )(g ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(l )(l )(e ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(l ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (l )(l )(k )(k ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(h ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(l )(k )(d ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(e ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (l )(l )(k )(a ) Sequence ID: 0 1 2 4 6 support : 0,71 (5/7)
pattern 0: (l )(l )(h )(l ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (l )(l )(i )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(l )(i )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(l )(g )(i ) Sequence ID: 0 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(l )(g )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(l )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(l )(d )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(l )(d )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(l )(d )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (l )(l )(e )(l ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (l )(l )(a )(k ) Sequence ID: 0 1 2 4 support : 0,57 (4/7)
pattern 0: (l )(l )(a )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(l )(a )(e ) Sequence ID: 0 1 2 4 support : 0,57 (4/7)
pattern 0: (l )(l )(a )(a ) Sequence ID: 0 1 2 4 support : 0,57 (4/7)
pattern 0: (l )(k )(t )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(l )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(k )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(k )(l ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(k )(k )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(k )(e ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(k )(h )(l ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (l )(k )(i )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(k )(i )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(g )(i ) Sequence ID: 0 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(g )(g ) Sequence ID: 0 2 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(k )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(k )(d )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(d )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(d )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (l )(k )(e )(l ) Sequence ID: 0 1 2 4 5 6 support : 0,86 (6/7)
pattern 0: (l )(k )(e )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(e )(a ) Sequence ID: 0 1 2 6 support : 0,57 (4/7)
pattern 0: (l )(k )(a )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(k )(a )(a ) Sequence ID: 0 1 2 4 support : 0,57 (4/7)
pattern 0: (l )(h )(v )(l ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (l )(h )(v )(h ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (l )(i )(e )(l ) Sequence ID: 2 3 4 5 support : 0,57 (4/7)
pattern 0: (l )(g )(g )(i ) Sequence ID: 0 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(d )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(r ) Sequence ID: 1 3 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(e )(l )(l ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (l )(e )(l )(k ) Sequence ID: 0 1 2 4 5 6 support : 0,86 (6/7)
pattern 0: (l )(e )(l )(h ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(d ) Sequence ID: 0 1 4 5 6 support : 0,71 (5/7)
pattern 0: (l )(e )(l )(e ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (l )(e )(k )(l ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (l )(e )(k )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(k )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(k )(d ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(k )(e ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(k )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (l )(e )(h )(l ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (l )(e )(i )(l ) Sequence ID: 0 3 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(d )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(d )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(d )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (l )(e )(e )(l ) Sequence ID: 0 1 2 3 4 5 support : 0,86 (6/7)
pattern 0: (l )(e )(e )(h ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (l )(e )(a )(l ) Sequence ID: 0 2 3 4 support : 0,57 (4/7)
pattern 0: (l )(e )(a )(k ) Sequence ID: 0 1 2 4 support : 0,57 (4/7)
pattern 0: (l )(e )(a )(e ) Sequence ID: 0 1 2 4 support : 0,57 (4/7)
pattern 0: (l )(a )(k )(l ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(a )(k )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(a )(k )(e ) Sequence ID: 0 1 2 4 6 support : 0,71 (5/7)
pattern 0: (l )(a )(k )(a ) Sequence ID: 0 1 2 6 support : 0,57 (4/7)
pattern 0: (l )(a )(g )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(a )(e )(l ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(a )(e )(a ) Sequence ID: 0 1 2 6 support : 0,57 (4/7)
pattern 0: (l )(a )(a )(l ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(a )(a )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(a )(a )(e ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(l )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(l )(a ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(k )(l ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(k )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(k )(e ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(k )(a ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(e )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(e )(l ) Sequence ID: 1 2 3 4 6 support : 0,71 (5/7)
pattern 0: (k )(l )(e )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(e )(e ) Sequence ID: 1 2 3 4 support : 0,57 (4/7)
pattern 0: (k )(l )(e )(a ) Sequence ID: 1 2 3 4 6 support : 0,71 (5/7)
pattern 0: (k )(l )(a )(l ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(a )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(a )(e ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(a )(a ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(k )(l )(t ) Sequence ID: 1 2 5 6 support : 0,57 (4/7)
pattern 0: (k )(k )(l )(a ) Sequence ID: 1 2 3 6 support : 0,57 (4/7)
pattern 0: (k )(k )(k )(l ) Sequence ID: 1 2 3 4 support : 0,57 (4/7)
pattern 0: (k )(k )(k )(e ) Sequence ID: 1 2 3 4 support : 0,57 (4/7)
pattern 0: (k )(k )(k )(a ) Sequence ID: 1 2 3 6 support : 0,57 (4/7)
pattern 0: (k )(k )(h )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (k )(k )(i )(l ) Sequence ID: 2 3 4 5 support : 0,57 (4/7)
pattern 0: (k )(k )(i )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (k )(k )(g )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (k )(k )(e )(l ) Sequence ID: 2 3 4 5 6 support : 0,71 (5/7)
pattern 0: (k )(k )(e )(a ) Sequence ID: 1 2 3 6 support : 0,57 (4/7)
pattern 0: (k )(h )(l )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (k )(i )(k )(l ) Sequence ID: 2 3 4 5 support : 0,57 (4/7)
pattern 0: (k )(i )(k )(e ) Sequence ID: 2 3 4 5 support : 0,57 (4/7)
pattern 0: (k )(i )(e )(l ) Sequence ID: 2 3 4 5 support : 0,57 (4/7)
pattern 0: (k )(g )(g )(i ) Sequence ID: 0 2 5 6 support : 0,57 (4/7)
pattern 0: (k )(d )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (k )(e )(l )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (k )(e )(l )(l ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (k )(e )(l )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(e )(h )(l ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (k )(e )(i )(l ) Sequence ID: 0 3 4 5 support : 0,57 (4/7)
pattern 0: (k )(e )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (k )(e )(d )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (k )(e )(e )(l ) Sequence ID: 1 2 3 4 support : 0,57 (4/7)
pattern 0: (k )(e )(a )(l ) Sequence ID: 0 2 3 4 support : 0,57 (4/7)
pattern 0: (k )(a )(k )(e ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(a )(k )(a ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(a )(i )(l ) Sequence ID: 0 2 3 4 support : 0,57 (4/7)
pattern 0: (k )(a )(g )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(a )(e )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(a )(e )(a ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(a )(a )(l ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(a )(a )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(a )(a )(e ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (h )(k )(h )(l ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(k )(e )(a ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(a )(k )(e ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(a )(k )(a ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (h )(a )(e )(a ) Sequence ID: 0 1 2 3 support : 0,57 (4/7)
pattern 0: (i )(l )(h )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(l )(e )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(l )(e )(e ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(k )(l )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(k )(k )(l ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (i )(k )(k )(e ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (i )(k )(h )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (i )(k )(e )(l ) Sequence ID: 1 2 3 4 5 support : 0,71 (5/7)
pattern 0: (i )(e )(e )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
pattern 0: (s )(l )(e )(v ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(l )(e )(l ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(l )(e )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(k )(e )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(a )(k )(e ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(a )(k )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (s )(a )(e )(a ) Sequence ID: 0 1 3 6 support : 0,57 (4/7)
pattern 0: (p )(l )(e )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(l )(e )(l ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(l )(e )(a ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(k )(l )(a ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(k )(e )(a ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
pattern 0: (p )(e )(l )(r ) Sequence ID: 1 3 4 6 support : 0,57 (4/7)
L5
pattern 0: (g )(l )(l )(k )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l )(k )(g ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l )(k )(e ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l )(i )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l )(g )(g ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(l )(e )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (g )(l )(k )(e )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (d )(l )(k )(k )(e ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (e )(l )(k )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (e )(l )(k )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (e )(l )(d )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (a )(k )(e )(a )(l ) Sequence ID: 0 2 3 4 support : 0,57 (4/7)
pattern 0: (a )(a )(k )(k )(a ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(k )(e )(l ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (a )(a )(k )(e )(a ) Sequence ID: 2 3 4 6 support : 0,57 (4/7)
pattern 0: (l )(l )(l )(k )(e ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (l )(l )(l )(g )(g ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(k )(l ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(k )(e ) Sequence ID: 1 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(h )(l ) Sequence ID: 0 1 2 5 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(l )(k )(e )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(l )(d )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(l )(a )(k )(e ) Sequence ID: 0 1 2 4 support : 0,57 (4/7)
pattern 0: (l )(l )(a )(g )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(k )(k )(g )(g ) Sequence ID: 2 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(g )(g )(i ) Sequence ID: 0 2 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(d )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(e )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(k )(a )(g )(g ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(k )(l ) Sequence ID: 0 1 2 4 5 support : 0,71 (5/7)
pattern 0: (l )(e )(l )(k )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(k )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(k )(d ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(k )(e ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(k )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(d )(i ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(d )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(d )(a ) Sequence ID: 0 1 4 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(e )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(k )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(k )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(d )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(e )(h )(l ) Sequence ID: 0 1 3 5 support : 0,57 (4/7)
pattern 0: (l )(a )(k )(e )(l ) Sequence ID: 0 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(l )(k )(a ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(e )(l )(k ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(a )(k )(e ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(l )(a )(a )(e ) Sequence ID: 1 2 4 6 support : 0,57 (4/7)
pattern 0: (k )(i )(k )(e )(l ) Sequence ID: 2 3 4 5 support : 0,57 (4/7)
pattern 0: (i )(l )(e )(e )(l ) Sequence ID: 1 2 3 5 support : 0,57 (4/7)
L6
pattern 0: (g )(l )(l )(k )(e )(l ) Sequence ID: 0 2 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(k )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(k )(d )(l ) Sequence ID: 0 1 4 5 support : 0,57 (4/7)
pattern 0: (l )(e )(l )(d )(g )(g ) Sequence ID: 0 4 5 6 support : 0,57 (4/7)
-------------------------------- Patterns count : 635===================================================
Hope this helps,
Philippe
H