Diversity prediction theorem: Difference between revisions
added RPL
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the crowd error: 4
prediction diversity: 10.5
</pre>
=={{header|RPL}}==
{{works with|HP|48G}}
{| class="wikitable" ≪
! RPL code
! Comment
|-
|
« → pivot
« 1 « pivot - SQ » DOLIST
∑LIST LASTARG SIZE /
» » '<span style="color:blue">SQDIF</span>' STO
« → preds truth
« preds truth <span style="color:blue">SQDIF</span> "avg_err" →TAG
preds ∑LIST LASTARG SIZE /
DUP truth - SQ "cwd_err" →TAG
preds ROT <span style="color:blue">SQDIF</span> "pred_div" →TAG
3 →LIST
» » '<span style="color:blue">CROWD</span>' STO
|
<span style="color:blue">SQDIF</span> ( { values } pivot → average((value-pivot)²) )
get (value-pivot)²
get average
<span style="color:blue">CROWD</span> ( { preds } truth → { report } )
avg_err = mean((pred-truth)²)
average = ∑preds / number of preds
cwd_err = (average-truth)²
prd_div = mean((pred-cwd_err)²)
put them all into a list
|}
{ 48 47 51 } 49 <span style="color:blue">CROWD</span>
{ 48 47 51 42 } 49 <span style="color:blue">CROWD</span>
{{out}}
<pre>
2: { avg_err:3 cwd_err:0.111111111111 pred_div:2.88888888889 }
1: { avg_err:14.5 cwd_err:4 pred_div:10.5 }
</pre>
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