#acl All:read,write
= 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 (50 examples/200 examples/all examples). Specify all numbers in percent, rounded to the first decimal place. Briefly specify your variant and any refinements you might have implemented.

||<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 ||
||Elias & Maxi  ||<:>86.4% / 63.8% / 71.4%||<:>84.6% / 63.9% / 72.1%||<:>82.7% / 83.7% / 26.9% || Variant: logistic regression (no batches), 30 iterations ||
||ES  ||<:>68.0% / 64.0% / 71.1%||<:>74.0% / 69.0% / 73.1%||<:>64.0% / 45.3% / 21.0% || Variant: logistic regression (no batches), stop iteration if wrong predictions are less then 7% of documents, averaging ||
||ID  ||<:>68.0% / 65.0% / 68.2%||<:>76.0% / 66.0% / 72.4%||<:>52,8% / 88.2% / 1.04% || Variant: logistic regression without batches, 10 iterations + averaging ||
||Hui Hui    ||<:>74.0% / 66.0% / 69.8%||<:>78.0% / 67.0% / 71.3%||<:>69.5% / 81.8% / 15.9% || Variant: logistic regression ||
||Perspective Daily    ||<:>74.0% / 66.0% / 69.8%||<:>76.0% / 68.0% / 72.8%||<:>43.5% / 38.1% / 2.7% || Variant: Averaging ||
||Alex    ||<:>74.0% / 67.0% / 69.0%||<:>76.0% / 70.0% / 74.0%||<:>87.1% / 70.4% / 0.71% || Variant: logistic regression with averaging, 10 Iterations ||
||David    ||<:>75.2% / 67.0% / 69.7%||<:>76.9% / 67.3% / 72.8%||<:>47.3% / 49.2% / 16.9% || Variant: Averaging, 10 Iterations ||

||<tablewidth="100%" tableheight="auto" style="text-align:center" |2> '''Name''' |||||| '''50 Examples''' |||||| '''200 Examples''' |||||| '''3140 Examples'''  ||<style="text-align:center" |2>'''Parameters''' ||
||<:>   '''Baseline''' ||<style="text-align:center"> '''Variant''' ||<:> '''p-Value''' ||<:>   '''Baseline''' ||<:> '''Variant''' ||<:> '''p-Value''' ||<:>   '''Baseline''' ||<:> '''Variant''' ||<:> '''p-Value''' ||
||Elmar      ||<:>    50.0        ||<:>   39.0        ||<:>     37.5       ||<:>   3.3     ||<:>    1.9     ||<:>   1.4        ||<:>    56.7      ||<:>    37.9       ||<:>   37.8           || bm25k=1.75, bm25b=0.75, lambda=0.67, k=10, m=20000 ||