<<aiRender $aiData.intro.introMessages "generic_array_template.bars">>

INITIATING DATA TREND ANALYSIS



<<timed 1s t8n>> LOADING dataset_1<</timed>>

<<timed 2s t8n>> LOADING dataset_2<</timed>>

<<timed 3s t8n>> LOADING dataset_3<</timed>>

<<timed 4s t8n>> INITIALIZING RELATIONAL MAP<</timed>>



/%<<timed 6s t8n>>%/

<<timed 5s t8n>>[[BEGIN TREND ANALYSIS|Choices1]] <</timed>>

<<set $id to random(100, 999)>>\s

sysout: SUBJECT $id WILL BE INTERNED.



<<timed 1.5s>><<goto "Choices Final">><</timed>>

<<script>>window.playSFX("sort-sound")<</script>>

You're going to be reading a series of data. We're going to give you a topic, and we want you to learn whatever you can from it. Don't let us down.

<br>

[[Got It|Countdown]]



<<set $numCorrect=0>>

<<set $numWrong=0>>

<<set $choiceNum=0>>

<<set $percentage=0>>

<<set $rightIndex to 0>>

<<set $wrongIndex to 1>>

<<set $secondChoiceNum=0>>

<<set $choices = $unsupervised.choices>>

<<set $maxChoiceNum to $choices.length>>

<<include "Timer Addon">>

/% Works inconsistently <<start_timer $unsupervisedInvestigation1.timeLimit>> %/

<<start_timer 60>>

<<include "Choose a Directory">>

Created By:

<div align='center'>\s

\t<contributors>Students:</contributors>

\t\tAaron Brackett

\t\tCameron Woods

\t\tJeffrey Woo

\t\tKristel Bugayong

\t\tMaya Ziv

\t\tRachelle Pabalan

\t\tRonald Pritipaul

\t\tSarina Wu

\t\tWill Gutzman



\t<contributors>Teaching Staff:</contributors>

\t\tDennis Jeong

\t\tMatthew Mistele



\t<contributors>Instructors:</contributors>

\t\tMichael Shewmaker

\t\tScott Hutchins

</div>

Special Thanks to the [[Stanford Creative Writing Department|http://creativewriting.stanford.edu/]], Max Doty from Pixelberry Studios, and our playtesters



[[Back to Main Menu|Boot]]

SESH@ RESULTS



dataset_1: <<print $accuracy1>>%

dataset_2: <<print $accuracy2>>%

dataset_3: <<print $accuracy3>>%



<<if $accuracy2 < $minAcc or $accuracy3 < $minAcc>>

ERR_TRAINING: accuracy too low

[[INITIATE RETRAINING|StartPredictingTerrorism]]

[[ABORT|Exit]]

<<else>>

[[CONTINUE|Loading 2]]

<</if>>

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