diff --git a/07_final_assignment/results_backup/preliminary_resultsV2.txt b/07_final_assignment/results_backup/preliminary_resultsV2.txt
deleted file mode 100644
index 3b54cb0..0000000
--- a/07_final_assignment/results_backup/preliminary_resultsV2.txt
+++ /dev/null
@@ -1,39 +0,0 @@
-"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
-"2" 0 0 "50000" "246" "7539" "0.49816" "0.49788" "0.49844"
-"3" 0 0.0277777777777778 "50000" "249" "7507" "0.50252" "0.50348" "0.50156"
-"4" 0 0.0555555555555556 "50000" "254" "7513" "0.49934" "0.49992" "0.49876"
-"5" 0 0.0833333333333333 "50000" "257" "7561" "0.49952" "0.5002" "0.49884"
-"6" 0 0.111111111111111 "50000" "238" "7481" "0.4976" "0.49928" "0.49592"
-"7" 0 0.138888888888889 "50000" "247" "7511" "0.49922" "0.49828" "0.50016"
-"8" 0 0.166666666666667 "50000" "245" "7529" "0.49584" "0.49892" "0.49276"
-"9" 0 0.194444444444444 "50000" "258" "7495" "0.49718" "0.50036" "0.494"
-"10" 0 0.222222222222222 "50000" "237" "7516" "0.49704" "0.49556" "0.49852"
-"11" 0 0.25 "50000" "252" "7533" "0.5003" "0.50024" "0.50036"
-"12" 0.0277777777777778 0 "50000" "258" "7512" "0.50084" "0.49832" "0.50336"
-"13" 0.0277777777777778 0.0277777777777778 "50000" "307" "7507" "0.89304" "0.91932" "0.86676"
-"14" 0.0277777777777778 0.0555555555555556 "50000" "307" "7504" "0.92238" "0.93996" "0.9048"
-"15" 0.0277777777777778 0.0833333333333333 "50000" "307" "7474" "0.94464" "0.959" "0.93028"
-"16" 0.0277777777777778 0.111111111111111 "50000" "307" "7509" "0.94342" "0.9586" "0.92824"
-"17" 0.0277777777777778 0.138888888888889 "50000" "307" "7492" "0.95592" "0.96752" "0.94432"
-"18" 0.0277777777777778 0.166666666666667 "50000" "307" "7525" "0.95826" "0.97004" "0.94648"
-"19" 0.0277777777777778 0.194444444444444 "50000" "307" "7524" "0.96136" "0.97356" "0.94916"
-"20" 0.0277777777777778 0.222222222222222 "50000" "307" "7519" "0.96428" "0.975" "0.95356"
-"21" 0.0277777777777778 0.25 "50000" "307" "7491" "0.96798" "0.9796" "0.95636"
-"22" 0.0555555555555556 0 "50000" "250" "7485" "0.50116" "0.50108" "0.50124"
-"23" 0.01 0.01 "50000" "307" "7529" "0.8255" "0.92116" "0.72984"
-"31" 0.035 0.01 "50000" "307" "7518" "0.85618" "0.9088" "0.80356"
-"41" 0.035 0.035 "50000" "307" "7500" "0.91126" "0.93668" "0.88584"
-"51" 0.06 0.01 "50000" "307" "7448" "0.88458" "0.9022" "0.86696"
-"61" 0.06 0.035 "50000" "307" "7489" "0.9405" "0.95708" "0.92392"
-"24" 0.11 0.06 "50000" "307" "7504" "0.9655" "0.97776" "0.95324"
-"32" 0.11 0.085 "50000" "307" "7511" "0.97114" "0.98244" "0.95984"
-"42" 0.11 0.11 "50000" "307" "7508" "0.97604" "0.98584" "0.96624"
-"52" 0.135 0.01 "50000" "307" "7520" "0.92474" "0.94632" "0.90316"
-"62" 0.135 0.035 "50000" "307" "7522" "0.96084" "0.976" "0.94568"
-"25" 0.16 0.085 "50000" "307" "7525" "0.97652" "0.98644" "0.9666"
-"33" 0.16 0.11 "50000" "307" "7498" "0.98204" "0.98928" "0.9748"
-"43" 0.16 0.135 "50000" "307" "7518" "0.9832" "0.99012" "0.97628"
-"53" 0.16 0.16 "50000" "307" "7511" "0.98534" "0.99096" "0.97972"
-"63" 0.185 0.01 "50000" "307" "7515" "0.9304" "0.93784" "0.92296"
-"64" 1e-06 1e-06 "50000" "307" "7519" "0.78348" "0.91592" "0.65104"
-"65" 1e-06 1e-05 "50000" "307" "7522" "0.77502" "0.85296" "0.69708"
diff --git a/07_final_assignment/results_backup/resultdat.txt b/07_final_assignment/results_backup/resultdat.txt
deleted file mode 100644
index b8bbd6c..0000000
--- a/07_final_assignment/results_backup/resultdat.txt
+++ /dev/null
@@ -1,23 +0,0 @@
-"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
-"1" "0" "0" "0" "0" "0" "0" "0" "0"
-"2" "0" "0" "50000" "246" "7539" "0.49816" "0.49788" "0.49844"
-"3" "0" "0.0277777777777778" "50000" "249" "7507" "0.50252" "0.50348" "0.50156"
-"4" "0" "0.0555555555555556" "50000" "254" "7513" "0.49934" "0.49992" "0.49876"
-"5" "0" "0.0833333333333333" "50000" "257" "7561" "0.49952" "0.5002" "0.49884"
-"6" "0" "0.111111111111111" "50000" "238" "7481" "0.4976" "0.49928" "0.49592"
-"7" "0" "0.138888888888889" "50000" "247" "7511" "0.49922" "0.49828" "0.50016"
-"8" "0" "0.166666666666667" "50000" "245" "7529" "0.49584" "0.49892" "0.49276"
-"9" "0" "0.194444444444444" "50000" "258" "7495" "0.49718" "0.50036" "0.494"
-"10" "0" "0.222222222222222" "50000" "237" "7516" "0.49704" "0.49556" "0.49852"
-"11" "0" "0.25" "50000" "252" "7533" "0.5003" "0.50024" "0.50036"
-"12" "0.0277777777777778" "0" "50000" "258" "7512" "0.50084" "0.49832" "0.50336"
-"13" "0.0277777777777778" "0.0277777777777778" "50000" "307" "7507" "0.89304" "0.91932" "0.86676"
-"14" "0.0277777777777778" "0.0555555555555556" "50000" "307" "7504" "0.92238" "0.93996" "0.9048"
-"15" "0.0277777777777778" "0.0833333333333333" "50000" "307" "7474" "0.94464" "0.959" "0.93028"
-"16" "0.0277777777777778" "0.111111111111111" "50000" "307" "7509" "0.94342" "0.9586" "0.92824"
-"17" "0.0277777777777778" "0.138888888888889" "50000" "307" "7492" "0.95592" "0.96752" "0.94432"
-"18" "0.0277777777777778" "0.166666666666667" "50000" "307" "7525" "0.95826" "0.97004" "0.94648"
-"19" "0.0277777777777778" "0.194444444444444" "50000" "307" "7524" "0.96136" "0.97356" "0.94916"
-"20" "0.0277777777777778" "0.222222222222222" "50000" "307" "7519" "0.96428" "0.975" "0.95356"
-"21" "0.0277777777777778" "0.25" "50000" "307" "7491" "0.96798" "0.9796" "0.95636"
-"22" "0.0555555555555556" "0" "50000" "250" "7485" "0.50116" "0.50108" "0.50124"
diff --git a/07_final_assignment/results_backup/resultdat0.txt b/07_final_assignment/results_backup/resultdat0.txt
deleted file mode 100644
index b8bbd6c..0000000
--- a/07_final_assignment/results_backup/resultdat0.txt
+++ /dev/null
@@ -1,23 +0,0 @@
-"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
-"1" "0" "0" "0" "0" "0" "0" "0" "0"
-"2" "0" "0" "50000" "246" "7539" "0.49816" "0.49788" "0.49844"
-"3" "0" "0.0277777777777778" "50000" "249" "7507" "0.50252" "0.50348" "0.50156"
-"4" "0" "0.0555555555555556" "50000" "254" "7513" "0.49934" "0.49992" "0.49876"
-"5" "0" "0.0833333333333333" "50000" "257" "7561" "0.49952" "0.5002" "0.49884"
-"6" "0" "0.111111111111111" "50000" "238" "7481" "0.4976" "0.49928" "0.49592"
-"7" "0" "0.138888888888889" "50000" "247" "7511" "0.49922" "0.49828" "0.50016"
-"8" "0" "0.166666666666667" "50000" "245" "7529" "0.49584" "0.49892" "0.49276"
-"9" "0" "0.194444444444444" "50000" "258" "7495" "0.49718" "0.50036" "0.494"
-"10" "0" "0.222222222222222" "50000" "237" "7516" "0.49704" "0.49556" "0.49852"
-"11" "0" "0.25" "50000" "252" "7533" "0.5003" "0.50024" "0.50036"
-"12" "0.0277777777777778" "0" "50000" "258" "7512" "0.50084" "0.49832" "0.50336"
-"13" "0.0277777777777778" "0.0277777777777778" "50000" "307" "7507" "0.89304" "0.91932" "0.86676"
-"14" "0.0277777777777778" "0.0555555555555556" "50000" "307" "7504" "0.92238" "0.93996" "0.9048"
-"15" "0.0277777777777778" "0.0833333333333333" "50000" "307" "7474" "0.94464" "0.959" "0.93028"
-"16" "0.0277777777777778" "0.111111111111111" "50000" "307" "7509" "0.94342" "0.9586" "0.92824"
-"17" "0.0277777777777778" "0.138888888888889" "50000" "307" "7492" "0.95592" "0.96752" "0.94432"
-"18" "0.0277777777777778" "0.166666666666667" "50000" "307" "7525" "0.95826" "0.97004" "0.94648"
-"19" "0.0277777777777778" "0.194444444444444" "50000" "307" "7524" "0.96136" "0.97356" "0.94916"
-"20" "0.0277777777777778" "0.222222222222222" "50000" "307" "7519" "0.96428" "0.975" "0.95356"
-"21" "0.0277777777777778" "0.25" "50000" "307" "7491" "0.96798" "0.9796" "0.95636"
-"22" "0.0555555555555556" "0" "50000" "250" "7485" "0.50116" "0.50108" "0.50124"
diff --git a/07_final_assignment/results_backup/resultdat1.txt b/07_final_assignment/results_backup/resultdat1.txt
index b4341e9..0225dca 100644
--- a/07_final_assignment/results_backup/resultdat1.txt
+++ b/07_final_assignment/results_backup/resultdat1.txt
@@ -1,7 +1,9 @@
 "alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
-"1" "0" "0" "0" "0" "0" "0" "0" "0"
-"2" "0.01" "0.01" "50000" "307" "7529" "0.8255" "0.92116" "0.72984"
-"3" "0.035" "0.01" "50000" "307" "7518" "0.85618" "0.9088" "0.80356"
-"4" "0.035" "0.035" "50000" "307" "7500" "0.91126" "0.93668" "0.88584"
-"5" "0.06" "0.01" "50000" "307" "7448" "0.88458" "0.9022" "0.86696"
-"6" "0.06" "0.035" "50000" "307" "7489" "0.9405" "0.95708" "0.92392"
+"2" "0.001" "0.001" "50000" "307" "7539" "0.60218" "0.65692" "0.54744"
+"3" "0.0223571428571429" "0.001" "50000" "307" "7518" "0.60132" "0.63664" "0.566"
+"4" "0.0223571428571429" "0.0223571428571429" "50000" "307" "7502" "0.62212" "0.64604" "0.5982"
+"5" "0.0437142857142857" "0.001" "50000" "306" "7479" "0.60934" "0.64528" "0.5734"
+"6" "0.0437142857142857" "0.0223571428571429" "50000" "306" "7522" "0.62872" "0.64804" "0.6094"
+"7" "0.0437142857142857" "0.0437142857142857" "50000" "301" "7532" "0.6384" "0.65232" "0.62448"
+"8" "0.0650714285714286" "0.001" "50000" "307" "7490" "0.61236" "0.65348" "0.57124"
+"9" "0.0650714285714286" "0.0223571428571429" "50000" "307" "7499" "0.6343" "0.64384" "0.62476"
diff --git a/07_final_assignment/results_backup/resultdat10.txt b/07_final_assignment/results_backup/resultdat10.txt
new file mode 100644
index 0000000..344b346
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat10.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.235928571428571" "0.129142857142857" "50000" "307" "7512" "0.66752" "0.67156" "0.66348"
+"3" "0.235928571428571" "0.1505" "50000" "307" "7508" "0.6698" "0.66888" "0.67072"
+"4" "0.235928571428571" "0.171857142857143" "50000" "307" "7507" "0.67386" "0.67556" "0.67216"
+"5" "0.235928571428571" "0.193214285714286" "50000" "307" "7519" "0.67298" "0.67256" "0.6734"
+"6" "0.235928571428571" "0.214571428571429" "50000" "307" "7531" "0.6701" "0.67132" "0.66888"
+"7" "0.235928571428571" "0.235928571428571" "50000" "307" "7518" "0.67214" "0.66924" "0.67504"
+"8" "0.257285714285714" "0.001" "50000" "307" "7522" "0.62284" "0.6558" "0.58988"
+"9" "0.257285714285714" "0.0223571428571429" "50000" "298" "7493" "0.64918" "0.64868" "0.64968"
diff --git a/07_final_assignment/results_backup/resultdat11.txt b/07_final_assignment/results_backup/resultdat11.txt
new file mode 100644
index 0000000..b3b1a4b
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat11.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.257285714285714" "0.0437142857142857" "50000" "307" "7517" "0.66236" "0.66616" "0.65856"
+"3" "0.257285714285714" "0.0650714285714286" "50000" "307" "7480" "0.6652" "0.6676" "0.6628"
+"4" "0.257285714285714" "0.0864285714285714" "50000" "307" "7512" "0.6644" "0.66316" "0.66564"
+"5" "0.257285714285714" "0.107785714285714" "50000" "307" "7497" "0.66828" "0.66964" "0.66692"
+"6" "0.257285714285714" "0.129142857142857" "50000" "307" "7521" "0.67248" "0.67672" "0.66824"
+"7" "0.257285714285714" "0.1505" "50000" "307" "7524" "0.67566" "0.67668" "0.67464"
+"8" "0.257285714285714" "0.171857142857143" "50000" "307" "7516" "0.66746" "0.67064" "0.66428"
+"9" "0.257285714285714" "0.193214285714286" "50000" "307" "7486" "0.67032" "0.67056" "0.67008"
diff --git a/07_final_assignment/results_backup/resultdat12.txt b/07_final_assignment/results_backup/resultdat12.txt
new file mode 100644
index 0000000..3906be2
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat12.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.257285714285714" "0.214571428571429" "50000" "307" "7505" "0.6729" "0.67468" "0.67112"
+"3" "0.257285714285714" "0.235928571428571" "50000" "307" "7512" "0.67282" "0.6746" "0.67104"
+"4" "0.257285714285714" "0.257285714285714" "50000" "307" "7525" "0.67454" "0.67596" "0.67312"
+"5" "0.278642857142857" "0.001" "50000" "295" "7508" "0.61836" "0.65384" "0.58288"
+"6" "0.278642857142857" "0.0223571428571429" "50000" "307" "7498" "0.654" "0.65908" "0.64892"
+"7" "0.278642857142857" "0.0437142857142857" "50000" "306" "7535" "0.66456" "0.66756" "0.66156"
+"8" "0.278642857142857" "0.0650714285714286" "50000" "307" "7501" "0.66336" "0.66732" "0.6594"
+"9" "0.278642857142857" "0.0864285714285714" "50000" "307" "7513" "0.6652" "0.66576" "0.66464"
diff --git a/07_final_assignment/results_backup/resultdat13.txt b/07_final_assignment/results_backup/resultdat13.txt
new file mode 100644
index 0000000..eb321ec
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat13.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.278642857142857" "0.107785714285714" "50000" "307" "7507" "0.67072" "0.67208" "0.66936"
+"3" "0.278642857142857" "0.129142857142857" "50000" "307" "7523" "0.67292" "0.67496" "0.67088"
+"4" "0.278642857142857" "0.1505" "50000" "307" "7496" "0.66782" "0.666" "0.66964"
+"5" "0.278642857142857" "0.171857142857143" "50000" "307" "7520" "0.6711" "0.67236" "0.66984"
+"6" "0.278642857142857" "0.193214285714286" "50000" "306" "7516" "0.66716" "0.66692" "0.6674"
+"7" "0.278642857142857" "0.214571428571429" "50000" "307" "7483" "0.6733" "0.67112" "0.67548"
+"8" "0.278642857142857" "0.235928571428571" "50000" "302" "7518" "0.67296" "0.67104" "0.67488"
+"9" "0.278642857142857" "0.257285714285714" "50000" "307" "7518" "0.6761" "0.67808" "0.67412"
diff --git a/07_final_assignment/results_backup/resultdat14.txt b/07_final_assignment/results_backup/resultdat14.txt
new file mode 100644
index 0000000..9d3fe08
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat14.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.278642857142857" "0.278642857142857" "50000" "307" "7507" "0.67934" "0.67856" "0.68012"
+"3" "0.3" "0.001" "50000" "300" "7530" "0.61436" "0.6448" "0.58392"
+"4" "0.3" "0.0223571428571429" "50000" "298" "7533" "0.65434" "0.66016" "0.64852"
+"5" "0.3" "0.0437142857142857" "50000" "307" "7514" "0.65892" "0.66204" "0.6558"
+"6" "0.3" "0.0650714285714286" "50000" "307" "7519" "0.66116" "0.66768" "0.65464"
+"7" "0.3" "0.0864285714285714" "50000" "307" "7516" "0.6663" "0.66716" "0.66544"
+"8" "0.3" "0.107785714285714" "50000" "307" "7508" "0.66998" "0.67584" "0.66412"
+"9" "0.3" "0.129142857142857" "50000" "307" "7495" "0.66882" "0.67116" "0.66648"
diff --git a/07_final_assignment/results_backup/resultdat15.txt b/07_final_assignment/results_backup/resultdat15.txt
new file mode 100644
index 0000000..715a38e
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat15.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.3" "0.1505" "50000" "307" "7501" "0.67574" "0.67528" "0.6762"
+"3" "0.3" "0.171857142857143" "50000" "307" "7520" "0.66882" "0.66952" "0.66812"
+"4" "0.3" "0.193214285714286" "50000" "307" "7479" "0.67438" "0.6724" "0.67636"
+"5" "0.3" "0.214571428571429" "50000" "307" "7502" "0.67632" "0.67812" "0.67452"
+"6" "0.3" "0.235928571428571" "50000" "307" "7552" "0.67038" "0.67128" "0.66948"
+"7" "0.3" "0.257285714285714" "50000" "307" "7502" "0.67276" "0.67092" "0.6746"
+"8" "0.3" "0.278642857142857" "50000" "307" "7520" "0.67716" "0.67676" "0.67756"
+"9" "0.3" "0.3" "50000" "307" "7545" "0.6732" "0.67416" "0.67224"
diff --git a/07_final_assignment/results_backup/resultdat2.txt b/07_final_assignment/results_backup/resultdat2.txt
index 23c9be5..8f62fb8 100644
--- a/07_final_assignment/results_backup/resultdat2.txt
+++ b/07_final_assignment/results_backup/resultdat2.txt
@@ -1,7 +1,9 @@
 "alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
-"1" "0" "0" "0" "0" "0" "0" "0" "0"
-"2" "0.11" "0.06" "50000" "307" "7504" "0.9655" "0.97776" "0.95324"
-"3" "0.11" "0.085" "50000" "307" "7511" "0.97114" "0.98244" "0.95984"
-"4" "0.11" "0.11" "50000" "307" "7508" "0.97604" "0.98584" "0.96624"
-"5" "0.135" "0.01" "50000" "307" "7520" "0.92474" "0.94632" "0.90316"
-"6" "0.135" "0.035" "50000" "307" "7522" "0.96084" "0.976" "0.94568"
+"2" "0.0650714285714286" "0.0437142857142857" "50000" "307" "7530" "0.64898" "0.65696" "0.641"
+"3" "0.0650714285714286" "0.0650714285714286" "50000" "292" "7512" "0.65324" "0.65136" "0.65512"
+"4" "0.0864285714285714" "0.001" "50000" "289" "7534" "0.6175" "0.64552" "0.58948"
+"5" "0.0864285714285714" "0.0223571428571429" "50000" "297" "7524" "0.64018" "0.6454" "0.63496"
+"6" "0.0864285714285714" "0.0437142857142857" "50000" "306" "7548" "0.64954" "0.65752" "0.64156"
+"7" "0.0864285714285714" "0.0650714285714286" "50000" "307" "7491" "0.65662" "0.66072" "0.65252"
+"8" "0.0864285714285714" "0.0864285714285714" "50000" "307" "7503" "0.65694" "0.66512" "0.64876"
+"9" "0.107785714285714" "0.001" "50000" "307" "7540" "0.60382" "0.65472" "0.55292"
diff --git a/07_final_assignment/results_backup/resultdat3.txt b/07_final_assignment/results_backup/resultdat3.txt
index 1346a87..95ea2a7 100644
--- a/07_final_assignment/results_backup/resultdat3.txt
+++ b/07_final_assignment/results_backup/resultdat3.txt
@@ -1,7 +1,9 @@
 "alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
-"1" "0" "0" "0" "0" "0" "0" "0" "0"
-"2" "0.16" "0.085" "50000" "307" "7525" "0.97652" "0.98644" "0.9666"
-"3" "0.16" "0.11" "50000" "307" "7498" "0.98204" "0.98928" "0.9748"
-"4" "0.16" "0.135" "50000" "307" "7518" "0.9832" "0.99012" "0.97628"
-"5" "0.16" "0.16" "50000" "307" "7511" "0.98534" "0.99096" "0.97972"
-"6" "0.185" "0.01" "50000" "307" "7515" "0.9304" "0.93784" "0.92296"
+"2" "0.107785714285714" "0.0223571428571429" "50000" "307" "7509" "0.64002" "0.645" "0.63504"
+"3" "0.107785714285714" "0.0437142857142857" "50000" "298" "7518" "0.65342" "0.6528" "0.65404"
+"4" "0.107785714285714" "0.0650714285714286" "50000" "307" "7503" "0.6536" "0.6592" "0.648"
+"5" "0.107785714285714" "0.0864285714285714" "50000" "307" "7502" "0.6584" "0.66208" "0.65472"
+"6" "0.107785714285714" "0.107785714285714" "50000" "307" "7549" "0.66418" "0.66772" "0.66064"
+"7" "0.129142857142857" "0.001" "50000" "300" "7509" "0.62356" "0.65268" "0.59444"
+"8" "0.129142857142857" "0.0223571428571429" "50000" "307" "7524" "0.6432" "0.647" "0.6394"
+"9" "0.129142857142857" "0.0437142857142857" "50000" "304" "7516" "0.65492" "0.65988" "0.64996"
diff --git a/07_final_assignment/results_backup/resultdat4.txt b/07_final_assignment/results_backup/resultdat4.txt
new file mode 100644
index 0000000..1106d1f
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat4.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.129142857142857" "0.0650714285714286" "50000" "277" "7510" "0.65866" "0.66064" "0.65668"
+"3" "0.129142857142857" "0.0864285714285714" "50000" "307" "7490" "0.6592" "0.66108" "0.65732"
+"4" "0.129142857142857" "0.107785714285714" "50000" "307" "7526" "0.66588" "0.67032" "0.66144"
+"5" "0.129142857142857" "0.129142857142857" "50000" "307" "7521" "0.6665" "0.66716" "0.66584"
+"6" "0.1505" "0.001" "50000" "298" "7500" "0.6098" "0.64132" "0.57828"
+"7" "0.1505" "0.0223571428571429" "50000" "307" "7461" "0.64786" "0.65792" "0.6378"
+"8" "0.1505" "0.0437142857142857" "50000" "307" "7508" "0.6537" "0.65772" "0.64968"
+"9" "0.1505" "0.0650714285714286" "50000" "297" "7519" "0.66008" "0.66316" "0.657"
diff --git a/07_final_assignment/results_backup/resultdat5.txt b/07_final_assignment/results_backup/resultdat5.txt
new file mode 100644
index 0000000..bed5140
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat5.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.1505" "0.0864285714285714" "50000" "307" "7502" "0.66526" "0.66892" "0.6616"
+"3" "0.1505" "0.107785714285714" "50000" "307" "7508" "0.6616" "0.66428" "0.65892"
+"4" "0.1505" "0.129142857142857" "50000" "307" "7540" "0.66506" "0.66832" "0.6618"
+"5" "0.1505" "0.1505" "50000" "307" "7528" "0.66456" "0.6666" "0.66252"
+"6" "0.171857142857143" "0.001" "50000" "307" "7500" "0.61792" "0.64948" "0.58636"
+"7" "0.171857142857143" "0.0223571428571429" "50000" "294" "7520" "0.65244" "0.65896" "0.64592"
+"8" "0.171857142857143" "0.0437142857142857" "50000" "307" "7504" "0.65786" "0.6616" "0.65412"
+"9" "0.171857142857143" "0.0650714285714286" "50000" "307" "7506" "0.6614" "0.66504" "0.65776"
diff --git a/07_final_assignment/results_backup/resultdat6.txt b/07_final_assignment/results_backup/resultdat6.txt
new file mode 100644
index 0000000..b409d12
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat6.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.171857142857143" "0.0864285714285714" "50000" "303" "7533" "0.66834" "0.6728" "0.66388"
+"3" "0.171857142857143" "0.107785714285714" "50000" "307" "7492" "0.66586" "0.6732" "0.65852"
+"4" "0.171857142857143" "0.129142857142857" "50000" "307" "7522" "0.66466" "0.66508" "0.66424"
+"5" "0.171857142857143" "0.1505" "50000" "307" "7489" "0.66874" "0.67556" "0.66192"
+"6" "0.171857142857143" "0.171857142857143" "50000" "307" "7516" "0.66442" "0.66756" "0.66128"
+"7" "0.193214285714286" "0.001" "50000" "307" "7526" "0.62008" "0.65452" "0.58564"
+"8" "0.193214285714286" "0.0223571428571429" "50000" "307" "7538" "0.64828" "0.65196" "0.6446"
+"9" "0.193214285714286" "0.0437142857142857" "50000" "307" "7509" "0.66014" "0.66188" "0.6584"
diff --git a/07_final_assignment/results_backup/resultdat7.txt b/07_final_assignment/results_backup/resultdat7.txt
new file mode 100644
index 0000000..7fdf5e6
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat7.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.193214285714286" "0.0650714285714286" "50000" "307" "7526" "0.66498" "0.66708" "0.66288"
+"3" "0.193214285714286" "0.0864285714285714" "50000" "307" "7486" "0.6632" "0.66456" "0.66184"
+"4" "0.193214285714286" "0.107785714285714" "50000" "307" "7507" "0.6665" "0.6726" "0.6604"
+"5" "0.193214285714286" "0.129142857142857" "50000" "307" "7539" "0.6655" "0.66812" "0.66288"
+"6" "0.193214285714286" "0.1505" "50000" "307" "7500" "0.67054" "0.67316" "0.66792"
+"7" "0.193214285714286" "0.171857142857143" "50000" "307" "7492" "0.67158" "0.67712" "0.66604"
+"8" "0.193214285714286" "0.193214285714286" "50000" "307" "7522" "0.67134" "0.67248" "0.6702"
+"9" "0.214571428571429" "0.001" "50000" "292" "7507" "0.61684" "0.64404" "0.58964"
diff --git a/07_final_assignment/results_backup/resultdat8.txt b/07_final_assignment/results_backup/resultdat8.txt
new file mode 100644
index 0000000..3a4995a
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat8.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.214571428571429" "0.0223571428571429" "50000" "307" "7515" "0.6532" "0.6586" "0.6478"
+"3" "0.214571428571429" "0.0437142857142857" "50000" "307" "7519" "0.66092" "0.66676" "0.65508"
+"4" "0.214571428571429" "0.0650714285714286" "50000" "307" "7513" "0.66242" "0.66696" "0.65788"
+"5" "0.214571428571429" "0.0864285714285714" "50000" "299" "7495" "0.66472" "0.66664" "0.6628"
+"6" "0.214571428571429" "0.107785714285714" "50000" "307" "7519" "0.6666" "0.66832" "0.66488"
+"7" "0.214571428571429" "0.129142857142857" "50000" "307" "7520" "0.66744" "0.66848" "0.6664"
+"8" "0.214571428571429" "0.1505" "50000" "307" "7521" "0.67144" "0.67304" "0.66984"
+"9" "0.214571428571429" "0.171857142857143" "50000" "307" "7526" "0.66848" "0.66936" "0.6676"
diff --git a/07_final_assignment/results_backup/resultdat9.txt b/07_final_assignment/results_backup/resultdat9.txt
new file mode 100644
index 0000000..b27f6c1
--- /dev/null
+++ b/07_final_assignment/results_backup/resultdat9.txt
@@ -0,0 +1,9 @@
+"alpha" "beta" "NumTrials" "NumWordsLearned" "NumNonwordsPresented" "GeneralAccuracy" "WordAccuracy" "NonwordAccuracy"
+"2" "0.214571428571429" "0.193214285714286" "50000" "307" "7516" "0.66538" "0.66548" "0.66528"
+"3" "0.214571428571429" "0.214571428571429" "50000" "307" "7502" "0.67286" "0.67624" "0.66948"
+"4" "0.235928571428571" "0.001" "50000" "307" "7511" "0.61966" "0.65348" "0.58584"
+"5" "0.235928571428571" "0.0223571428571429" "50000" "307" "7501" "0.65514" "0.65924" "0.65104"
+"6" "0.235928571428571" "0.0437142857142857" "50000" "307" "7517" "0.65998" "0.66572" "0.65424"
+"7" "0.235928571428571" "0.0650714285714286" "50000" "306" "7505" "0.66382" "0.66848" "0.65916"
+"8" "0.235928571428571" "0.0864285714285714" "50000" "307" "7500" "0.66564" "0.66776" "0.66352"
+"9" "0.235928571428571" "0.107785714285714" "50000" "307" "7515" "0.6694" "0.6728" "0.666"