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||<tablewidth="80%" tableheight="auto" style="text-align:center"> '''Name''' ||<:> '''Baseline Precisions''' ||<:> '''Variant Precisions''' ||<:> '''p-values T-Test''' ||<style="text-align:center">'''Additional Information''' || ||<:>Elmar ||<:>74.0% / 66.0% / 79.8%||<:>80.0% / 68.0% / 73.2%||<:>47.8% / 67.1% / 0.2% ||Variant: logistic regression || ||<tablewidth="100%" tableheight="auto" style="text-align:center"> '''Name''' || '''BM25''' || '''Only LSI''' || '''BM25 + LSI''' ||'''Parameters''' || ||Elmar ||<:> 56.7 ||<:> 37.9 ||<:> 37.8 || bm25k=1.75, bm25b=0.75, lambda=0.67, k=10, m=20000 || |
||<tablewidth="100%" tableheight="auto" style="text-align:center"> '''Name''' ||<:> '''Baseline Precisions''' ||<:> '''Variant Precisions''' ||<:>'''p-values t-Test''' ||'''Additional Information''' || ||Elmar ||<:>74.0% / 66.0% / 69.8%||<:>80.0% / 68.0% / 73.2%||<:>47.8% / 67.1% / 0.2% || Variant: logistic regression without batches, 10 iterations || |
Results for Exercise Sheet 12 (statistical significance tests)
Please add your row to the table below, following the examples already there. Report test results for each of the three test datasets in increasing size (test_ratings_50/test_ratings_200/test_ratings). Specify all numbers in percent, rounded to the first decimal place. Briefly specify your variant and any refinements you might have implemented.
Name |
Baseline Precisions |
Variant Precisions |
p-values t-Test |
Additional Information |
Elmar |
74.0% / 66.0% / 69.8% |
80.0% / 68.0% / 73.2% |
47.8% / 67.1% / 0.2% |
Variant: logistic regression without batches, 10 iterations |