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z?^2xqhh)X_KaOa1MH5pPdP!Sj6E^}a1_BmV9T<8g3lEc@HyC;~0xd=YCIZGEn<4<< zM8LxIvtIE(?xp~O|H^#-8Hf;Q@o=yUvoJBSGca)qvNE!WFp7zava&M>aj=UB3Ujcs zbMO)T-(7xo`R}~I#QML}!v8~FKpUGx?$-wb+uaJ%6A2T?3)7AwW*4OpAf%cP1Yy}V zPcmw28@<}g^aeU50)q*|nJBJ$+3KhzO$pmO-%7=6Z1p4sg{DE+7M5J)*%VK3Sm{_{ zN{M>UbR|X|H=$z2lm9y5*~y00l``u$JE1WlrsZdS@!UfcwnYT~p8z{L88|q(Is8D% R#>B?P07FVDDlZ1}zW|HxirxSK literal 0 HcmV?d00001 diff --git a/experiments/variant_25.py b/experiments/variant_25.py index 37be040..c925a61 100644 --- a/experiments/variant_25.py +++ b/experiments/variant_25.py @@ -29,24 +29,25 @@ Other values are default. ------------------- EVALUATION ------------------- =========== Final average value of F1: ===================== -average F1 = 0.679597365162284 +average F1 = 0.6822850886106397 =========== Final average value of Rand Index: ============= -average Rand Index = 0.4274242424242424 +average Rand Index = 0.42222222222222217 =========== Final average value of Adjusted Rand Index: ==== -average Adj Rand Index = 0.0477313870009419 +average Adj Rand Index = 0.0774543476929948 =========== Final average value of Jaccard Index: ========== -average Jaccard Index = 0.24314621033143669 +average Jaccard Index = 0.23433892522626892 ================ Statistics: ==================================== ============ average number of created clusters: 7.5 ============ average cluster size: 17.361111111111114 + """ import sys -sys.path.append("/home/students/toyota") +sys.path.append("/proj/toyota") import sent2vec from collections import defaultdict, deque import re @@ -121,7 +122,7 @@ def preprocess_data(text): # For every word in a sentence make a vector representation with sense2vec; make a compositional vector for every sentence as sum of BOW vectors: def compos_sent2vec(prepr_data,len_vector): model = sent2vec.Sent2vecModel() - model.load_model("/proj/toyota/plaintext_unigramm.bin") + model.load_model("/proj/toyota/wiki_model_unigram.bin") for value in prepr_data.values(): for paragr in value: #one snippet par_list = [] # list with a snippet diff --git a/experiments/variant_26.py b/experiments/variant_26.py index 94810b5..61f690c 100644 --- a/experiments/variant_26.py +++ b/experiments/variant_26.py @@ -28,24 +28,25 @@ Other values are default. ------------------- EVALUATION ------------------- =========== Final average value of F1: ===================== -average F1 = 0.6798168213956604 +average F1 = 0.6749557232429892 =========== Final average value of Rand Index: ============= -average Rand Index = 0.40141414141414145 +average Rand Index = 0.4215656565656566 =========== Final average value of Adjusted Rand Index: ==== -average Adj Rand Index = 0.02639210729751324 +average Adj Rand Index = 0.04000866755660871 =========== Final average value of Jaccard Index: ========== -average Jaccard Index = 0.22710863255455066 +average Jaccard Index = 0.24957193134807046 ================ Statistics: ==================================== ============ average number of created clusters: 7.5 ============ average cluster size: 17.361111111111114 + """ import sys -sys.path.append("/home/students/toyota") +sys.path.append("/proj/toyota") import sent2vec from collections import defaultdict, deque import re @@ -120,7 +121,7 @@ def preprocess_data(text): # For every word in a sentence make a vector representation with sense2vec; make a compositional vector for every sentence as sum of BOW vectors: def compos_sent2vec(prepr_data,len_vector): model = sent2vec.Sent2vecModel() - model.load_model("/proj/toyota/plaintexts_bigramm.bin") + model.load_model("/proj/toyota/wiki_model_bigram.bin") for value in prepr_data.values(): for paragr in value: #one snippet par_list = [] # list with a snippet diff --git a/experiments/variant_29.py b/experiments/variant_29.py index 62b1837..d80fe7e 100644 --- a/experiments/variant_29.py +++ b/experiments/variant_29.py @@ -29,25 +29,26 @@ Other values are default. ------------------- EVALUATION ------------------- =========== Final average value of F1: ===================== -average F1 = 0.6822850886106397 +average F1 = 0.689607949235083 =========== Final average value of Rand Index: ============= -average Rand Index = 0.40095959595959596 +average Rand Index = 0.4713636363636364 =========== Final average value of Adjusted Rand Index: ==== -average Adj Rand Index = 0.028802431941060965 +average Adj Rand Index = 0.10025435637472 =========== Final average value of Jaccard Index: ========== -average Jaccard Index = 0.19490495257962206 +average Jaccard Index = 0.2814881591205523 ================ Statistics: ==================================== ============ average number of created clusters: 7.0 ============ average cluster size: 14.285714285714286 + """ import sys -sys.path.append("/home/students/toyota") +sys.path.append("/proj/toyota") import sent2vec from collections import defaultdict, deque import re @@ -114,7 +115,7 @@ def preprocess_data(text): # For every word in a sentence make a vector representation with sense2vec; make a compositional vector for every sentence as sum of BOW vectors: def compos_sent2vec(prepr_data,len_vector): model = sent2vec.Sent2vecModel() - model.load_model("/proj/toyota/plaintext_unigramm.bin") + model.load_model("/proj/toyota/wiki_model_unigram.bin") for value in prepr_data.values(): for paragr in value: #one snippet par_list = [] # list with a snippet diff --git a/experiments/variant_30.py b/experiments/variant_30.py index c67a756..e38e249 100644 --- a/experiments/variant_30.py +++ b/experiments/variant_30.py @@ -29,24 +29,25 @@ Other values are default. ------------------- EVALUATION ------------------- =========== Final average value of F1: ===================== -average F1 = 0.6749557232429892 +average F1 = 0.6856912156460447 =========== Final average value of Rand Index: ============= -average Rand Index = 0.3984848484848485 +average Rand Index = 0.4411616161616162 =========== Final average value of Adjusted Rand Index: ==== -average Adj Rand Index = 0.01963669755259982 +average Adj Rand Index = 0.07822474956102966 =========== Final average value of Jaccard Index: ========== -average Jaccard Index = 0.20394359000967346 +average Jaccard Index = 0.25975388676579275 ================ Statistics: ==================================== ============ average number of created clusters: 7.0 ============ average cluster size: 14.285714285714286 + """ import sys -sys.path.append("/home/students/toyota") +sys.path.append("/proj/toyota") import sent2vec from collections import defaultdict, deque import re @@ -113,7 +114,7 @@ def preprocess_data(text): # For every word in a sentence make a vector representation with sense2vec; make a compositional vector for every sentence as sum of BOW vectors: def compos_sent2vec(prepr_data,len_vector): model = sent2vec.Sent2vecModel() - model.load_model("/proj/toyota/plaintexts_bigramm.bin") + model.load_model("/proj/toyota/wiki_model_bigram.bin") for value in prepr_data.values(): for paragr in value: #one snippet par_list = [] # list with a snippet diff --git a/experiments/variant_33.py b/experiments/variant_33.py index 46b0abf..fc1132d 100644 --- a/experiments/variant_33.py +++ b/experiments/variant_33.py @@ -27,25 +27,26 @@ For the WSI purposes it uses the following methods: ------------------- EVALUATION ------------------- =========== Final average value of F1: ===================== -average F1 = 0.5842727291855876 +average F1 = 0.6609591661520388 =========== Final average value of Rand Index: ============= -average Rand Index = 0.38616161616161615 +average Rand Index = 0.4530808080808081 =========== Final average value of Adjusted Rand Index: ==== -average Adj Rand Index = 0.0010435679035448626 +average Adj Rand Index = -0.02411648222615019 =========== Final average value of Jaccard Index: ========== -average Jaccard Index = 0.21713055494037742 +average Jaccard Index = 0.3900090662960543 ================ Statistics: ==================================== -============ average number of created clusters: 6.75 -============ average cluster size: 11.535416666666666 +============ average number of created clusters: 3.75 +============ average cluster size: 30.0 + """ import sys -sys.path.append("/home/students/toyota") +sys.path.append("/proj/toyota") import sent2vec from collections import defaultdict, deque import re @@ -124,7 +125,7 @@ def preprocess_data(text): # For every word in a sentence make a vector representation with sense2vec; make a compositional vector for every sentence as sum of BOW vectors: def compos_sent2vec(prepr_data,len_vector): model = sent2vec.Sent2vecModel() - model.load_model("/proj/toyota/plaintext_unigramm.bin") + model.load_model("/proj/toyota/wiki_model_unigram.bin") for value in prepr_data.values(): for paragr in value: #one snippet par_list = [] # list with a snippet diff --git a/experiments/variant_34.py b/experiments/variant_34.py index 691fa1a..87335ee 100644 --- a/experiments/variant_34.py +++ b/experiments/variant_34.py @@ -28,24 +28,25 @@ For the WSI purposes it uses the following methods: ------------------- EVALUATION ------------------- =========== Final average value of F1: ===================== -average F1 = 0.6013936257538159 +average F1 = 0.6656369246000418 =========== Final average value of Rand Index: ============= -average Rand Index = 0.38823232323232326 +average Rand Index = 0.5479292929292929 =========== Final average value of Adjusted Rand Index: ==== -average Adj Rand Index = -0.0038108019555718464 +average Adj Rand Index = -0.030051450442432036 =========== Final average value of Jaccard Index: ========== -average Jaccard Index = 0.21276973487337159 +average Jaccard Index = 0.5311661990583127 ================ Statistics: ==================================== -============ average number of created clusters: 6.25 -============ average cluster size: 12.740079365079364 +============ average number of created clusters: 2.25 +============ average cluster size: 54.16666666666667 + """ import sys -sys.path.append("/home/students/toyota") +sys.path.append("/proj/toyota") import sent2vec from collections import defaultdict, deque import re @@ -124,7 +125,7 @@ def preprocess_data(text): # For every word in a sentence make a vector representation with sense2vec; make a compositional vector for every sentence as sum of BOW vectors: def compos_sent2vec(prepr_data,len_vector): model = sent2vec.Sent2vecModel() - model.load_model("/proj/toyota/plaintexts_bigramm.bin") + model.load_model("/proj/toyota/wiki_model_bigram.bin") for value in prepr_data.values(): for paragr in value: #one snippet par_list = [] # list with a snippet diff --git a/experiments/variant_37.py b/experiments/variant_37.py index f9e2b7a..a789c59 100644 --- a/experiments/variant_37.py +++ b/experiments/variant_37.py @@ -26,24 +26,25 @@ For the WSI purposes it uses the following methods: ------------------- EVALUATION ------------------- =========== Final average value of F1: ===================== -average F1 = 0.6636355295257614 +average F1 = 0.6663112571041688 =========== Final average value of Rand Index: ============= -average Rand Index = 0.6465151515151515 +average Rand Index = 0.6585858585858586 =========== Final average value of Adjusted Rand Index: ==== -average Adj Rand Index = 0.03561869550794858 +average Adj Rand Index = 0.00638025509068816 =========== Final average value of Jaccard Index: ========== -average Jaccard Index = 0.6278794821842425 +average Jaccard Index = 0.6496166607036896 ================ Statistics: ==================================== -============ average number of created clusters: 7.5 -============ average cluster size: 15.050505050505052 +============ average number of created clusters: 5.0 +============ average cluster size: 21.904761904761905 + """ import sys -sys.path.append("/home/students/toyota") +sys.path.append("/proj/toyota") import sent2vec from collections import defaultdict, deque import re @@ -110,7 +111,7 @@ def preprocess_data(text): # For every word in a sentence make a vector representation with sense2vec; make a compositional vector for every sentence as sum of BOW vectors: def compos_sent2vec(prepr_data,len_vector): model = sent2vec.Sent2vecModel() - model.load_model("/proj/toyota/plaintext_unigramm.bin") + model.load_model("/proj/toyota/wiki_model_unigram.bin") for value in prepr_data.values(): for paragr in value: #one snippet par_list = [] # list with a snippet diff --git a/experiments/variant_38.py b/experiments/variant_38.py index 4165d6a..4487cd8 100644 --- a/experiments/variant_38.py +++ b/experiments/variant_38.py @@ -26,25 +26,25 @@ For the WSI purposes it uses the following methods: ------------------- EVALUATION ------------------- =========== Final average value of F1: ===================== -average F1 = 0.6636355295257614 +average F1 = 0.6738982099959293 =========== Final average value of Rand Index: ============= -average Rand Index = 0.6323232323232324 +average Rand Index = 0.6581818181818182 =========== Final average value of Adjusted Rand Index: ==== -average Adj Rand Index = 0.014505707454839388 +average Adj Rand Index = 0.02869241083779963 =========== Final average value of Jaccard Index: ========== -average Jaccard Index = 0.6153347420466695 +average Jaccard Index = 0.6421053213743444 ================ Statistics: ==================================== -============ average number of created clusters: 7.75 -============ average cluster size: 15.795454545454547 +============ average number of created clusters: 6.0 +============ average cluster size: 17.55952380952381 """ import sys -sys.path.append("/home/students/toyota") +sys.path.append("/proj/toyota") import sent2vec from collections import defaultdict, deque import re @@ -111,7 +111,7 @@ def preprocess_data(text): # For every word in a sentence make a vector representation with sense2vec; make a compositional vector for every sentence as sum of BOW vectors: def compos_sent2vec(prepr_data,len_vector): model = sent2vec.Sent2vecModel() - model.load_model("/proj/toyota/plaintexts_bigramm.bin") + model.load_model("/proj/toyota/wiki_model_bigram.bin") for value in prepr_data.values(): for paragr in value: #one snippet par_list = [] # list with a snippet -- GitLab