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| ||<tablewidth=""" tableheight=""" tablestyle="" & quot; & amp; quot; & amp; amp; quot; & amp; amp; amp; quot; & amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; quot; 100%& amp; amp; amp; amp; amp; amp; quot; ; auto& amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; quot& amp; amp; amp; quot; ; & amp; amp; amp; amp; quot& amp; amp; amp; quot; ; & amp; amp; amp; amp; quot& amp; amp; amp; quot& amp; amp; quot; ; & amp; amp; amp; quot& amp; amp; quot; ; & amp; amp; amp; quot& amp; amp; quot& amp; quot; ; & amp; amp; quot& amp; quot; ; & amp; amp; quot& amp; quot& quot; ; & amp; quot& quot; ; & amp; quot& quot" ;&quot";&quot""style="" & quot; & amp; quot; & amp; amp; quot; & amp; amp; amp; quot; & amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; amp; quot;text-align:center& amp; amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; quot; & amp; amp; amp; quot; & amp; amp; quot; & amp; quot; & quot; "">'''Name''' ||'''Genres''', ''Variant 1'' ||'''Genres''', ''Variant 2'' ||'''Ratings''', ''Variant 1'' ||'''Ratings''', ''Variant 2'' ||'''Implemented Refinements''' || | ||<tablewidth=""" tableheight=""" tablestyle="" & quot; & amp; quot; & amp; amp; quot; & amp; amp; amp; quot; & amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; amp; amp; quot; 100%& amp; amp; amp; amp; amp; amp; amp; amp; quot; ; auto& amp; amp; amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; quot; ; & amp; amp; amp; amp; amp; quot& amp; amp; amp; amp; quot& amp; amp; amp; quot; ; & amp; amp; amp; amp; quot& amp; amp; amp; quot; ; & amp; amp; amp; amp; quot& amp; amp; amp; quot& amp; amp; quot; ; & amp; amp; amp; quot& amp; amp; quot; ; & amp; amp; amp; quot& amp; amp; quot& amp; quot; ; & amp; amp; quot& amp; quot; ; & amp; amp; quot& amp; quot& quot; ; & amp; quot& quot; ; & amp; quot& quot" ;&quot";&quot""style="" & quot; & amp; quot; & amp; amp; quot; & amp; amp; amp; quot; & amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; amp; amp; amp; quot;text-align:center& amp; amp; amp; amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; amp; quot; & amp; amp; amp; amp; quot; & amp; amp; amp; quot; & amp; amp; quot; & amp; quot; & quot; "">'''Name''' ||'''Genres''', ''Variant 1'' ||'''Genres''', ''Variant 2'' ||'''Ratings''', ''Variant 1'' ||'''Ratings''', ''Variant 2'' ||'''Implemented Refinements''' || |
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| ||ls305 ||F = 78.00% ||F = 78.06% ||F = 46.88% ||F = 47.71% ||Stopwords removal || ||ab717 - my28 ||F = 77.49% ||F = 78.46% ||F = 47.47% ||F = 47.48% ||Stopwords removal || ||kg190 ||F = 77.49% ||F = 78.46% ||F = 47.47% ||F = 47.48% ||None || ||pj46 ||F = 77.49% ||F = 78.46% ||F = 47.47% ||F = 47.48% ||None || ||fc54 ||F = 77.49% ||F = 78.46% ||F = 47.47% ||F = 47.48% ||None || ||sn144 ||F = 71.36% ||F = 72.46% ||F = 39.21% ||F = 39.29% ||None || ||ds371 ||F = 77.49% ||F = 78.46% ||F = 47.47% ||F = 47.48% ||None || ||nf55 ||F = 78.00% ||F = 78.06% ||F = 46.88% ||F = 47.71% ||remove stopwords || ||mf401 ||F = 78.00% ||F = 78.06% ||F = 46.88% ||F = 47.71% ||removed stopwords || ||pk104 ||F = 77.49% ||F = 78.46% ||F = 47.47% ||F = 47.48% ||None || ||sa194||F = 77.60%||F = 78.46%||F = 47.33%||F = 47.33%||None|| |
Results for Exercise Sheet 11 (Naive Bayes)
Click "Edit (Text)" in the upper bar of this page and add your row to the table below, following the examples already there.
In the first column, write down your account name, or name1+name2 if you work in a group.
In the columns 2-5, write down the average value of the F-measure for each of the four sets of train and test data provided on the Wiki (with exactly two digits of precision).
In the 6th column, give a concise description about the refinements you have implemented.
Name |
Genres, Variant 1 |
Genres, Variant 2 |
Ratings, Variant 1 |
Ratings, Variant 2 |
Implemented Refinements |
ck1028 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
fk234 |
F = 76.68% |
F = 77.84% |
F = 46.45% |
F = 46.83% |
None |
fj47 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
ns202 |
F = 77.56% |
F = 77.97% |
F = 47.14% |
F = 47.66% |
Without stopwords |
bb245 |
F = 77.60% |
F = 78.98% |
F = 46.20% |
F = 47.57% |
Stopword removal |
dd74 |
F = 77.06% |
F = 78.46% |
F = 47.55% |
F = 47.48% |
None |
fp112 |
F = 77.06% |
F = 78.46% |
F = 47.55% |
F = 47.48% |
None |
sr285 |
F = 78.00% |
F = 78.06% |
F = 46.89% |
F = 47.71% |
without stopwords |
he41 |
F = 78.23% |
F = 78.53% |
F = 46.93% |
F = 47.71% |
Stopwords removal |
mb930 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
yb36 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
vb128 |
F = 78.56% |
F = 77.50% |
F = 47.53% |
F = 47.58% |
None |
ak721-bf87 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
dk250 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
pc49 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
yl100 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
ck407 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
es260 + ic30 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
rb201 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
dr189-jb729 |
F = 47.67% |
F = 58.13% |
F = 38.69% |
F = 37.67% |
Stopword removal |
sm362 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
fe73 |
F = 78.06% |
F = 78.36% |
F = 46.76% |
F = 47.60% |
Extended stopword removal |
ir46 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
js603 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
ls305 |
F = 78.00% |
F = 78.06% |
F = 46.88% |
F = 47.71% |
Stopwords removal |
ab717 - my28 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
Stopwords removal |
kg190 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
pj46 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
fc54 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
sn144 |
F = 71.36% |
F = 72.46% |
F = 39.21% |
F = 39.29% |
None |
ds371 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
nf55 |
F = 78.00% |
F = 78.06% |
F = 46.88% |
F = 47.71% |
remove stopwords |
mf401 |
F = 78.00% |
F = 78.06% |
F = 46.88% |
F = 47.71% |
removed stopwords |
pk104 |
F = 77.49% |
F = 78.46% |
F = 47.47% |
F = 47.48% |
None |
sa194 |
F = 77.60% |
F = 78.46% |
F = 47.33% |
F = 47.33% |
None |