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test.csv

@@ -0,0 +1,230 @@
+exam_1,exam_2,exam_3,notes,final_score
+98,51,74,,76.2
+89,59,79,missed homework frequently -10,69.0
+66,90,50,,66.2
+87,0,70,,51.2
+57,85,86,,77.5
+97,81,100,great participation +10,100.0
+76,91,100,great participation +10,100.0
+83,78,74,,78.2
+0,87,94,,60.6
+76,92,64,great participation +10,89.9
+96,69,92,,87.0
+59,84,83,missed class frequently -10,70.1
+58,75,91,missed class frequently -10,71.3
+53,89,78,,76.3
+94,90,99,missed class frequently -10,82.1
+90,82,60,missed class frequently -10,67.3
+97,82,80,,87.0
+56,97,92,great final presentation +10,92.9
+89,90,93,great final presentation +10,95.4
+52,75,62,great final presentation +10,71.7
+70,85,96,,86.1
+76,74,97,,86.6
+62,83,81,,79.6
+49,95,77,,76.1
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+86,89,82,,84.4
+82,99,82,,90.4
+71,96,83,great final presentation +10,91.4
+86,89,85,great final presentation +10,96.3
+94,78,96,great participation +10,100.0
+83,79,92,missed homework frequently -10,79.2
+88,71,94,great participation +10,99.7
+91,92,96,missed class frequently -10,82.2
+58,97,89,great participation +10,93.7
+89,92,79,,79.7
+53,89,88,great final presentation +10,90.3
+0,61,84,,54.3
+79,89,86,great final presentation +10,99.8
+85,72,70,,75.0
+88,96,79,great final presentation +10,94.0
+77,81,88,great participation +10,91.4
+93,70,97,,88.9
+0,96,90,,64.1
+92,93,81,,88.6
+93,91,52,,70.3
+88,78,91,great final presentation +10,95.6
+78,60,88,great final presentation +10,79.9
+94,97,91,,96.6
+57,74,86,,72.6
+88,80,91,missed class frequently -10,77.0
+84,97,89,great participation +10,100.0
+71,81,80,,78.1
+95,88,77,,87.4
+100,62,61,missed class frequently -10,63.8
+79,92,90,missed class frequently -10,78.6
+98,89,71,missed class frequently -10,74.9
+72,87,90,missed class frequently -10,75.9
+51,75,87,,68.1
+93,53,77,,79.9
+89,78,88,great participation +10,98.8
+94,82,83,,85.2
+92,87,71,,80.9
+96,99,96,great final presentation +10,100.0
+82,69,75,great final presentation +10,88.5
+87,77,96,,84.3
+95,94,89,,89.4
+65,58,91,,76.3
+70,92,93,missed homework frequently -10,79.5
+70,84,76,,72.3
+86,45,86,great final presentation +10,82.8
+83,71,70,great participation +10,82.7
+0,63,88,,56.0
+91,79,93,great final presentation +10,100.0
+84,92,86,,86.8
+69,86,97,missed homework frequently -10,82.0
+79,83,92,,82.0
+86,91,86,missed class frequently -10,79.8
+92,79,98,great final presentation +10,100.0
+0,95,87,,62.7
+94,92,75,great participation +10,94.4
+96,79,92,great participation +10,92.8
+81,92,77,,83.0
+85,94,75,missed class frequently -10,71.9
+72,81,95,missed class frequently -10,76.2
+89,69,98,great participation +10,96.5
+100,100,87,missed homework frequently -10,84.6
+80,65,55,,66.2
+58,68,75,,66.7
+76,84,67,,78.3
+79,77,95,great participation +10,91.2
+0,75,78,,54.0
+76,88,94,great final presentation +10,95.8
+97,85,75,,83.9
+87,93,91,great participation +10,100.0
+69,90,86,missed homework frequently -10,71.5
+74,48,74,,69.4
+66,73,89,,74.8
+96,83,73,great final presentation +10,100.0
+70,0,63,,46.4
+88,80,89,,79.1
+86,99,97,,96.6
+73,86,64,,78.1
+0,69,90,,58.2
+70,92,96,missed homework frequently -10,76.6
+90,79,89,,82.8
+91,74,88,great participation +10,99.0
+99,84,94,,91.9
+94,0,89,,66.6
+72,82,100,great participation +10,96.4
+92,50,87,,74.9
+0,72,67,,49.2
+58,90,97,,85.5
+0,97,60,,55.9
+72,93,98,great participation +10,91.5
+88,75,59,missed class frequently -10,60.4
+93,0,60,,51.3
+94,95,90,missed class frequently -10,76.5
+99,77,81,great final presentation +10,90.9
+58,92,93,,82.1
+71,90,92,great final presentation +10,92.5
+94,97,93,great participation +10,100.0
+82,79,64,,72.4
+87,78,95,,90.0
+71,54,99,missed homework frequently -10,62.7
+88,92,83,,88.7
+93,88,79,missed homework frequently -10,75.6
+96,68,59,great participation +10,79.7
+81,69,95,,85.3
+72,0,76,,55.2
+85,99,71,,85.8
+75,90,93,,82.0
+69,72,89,,75.0
+97,84,87,great participation +10,100.0
+79,91,89,missed homework frequently -10,80.1
+0,83,76,,55.7
+76,81,96,,84.0
+93,68,86,missed homework frequently -10,69.5
+0,92,56,,52.4
+68,65,89,,78.8
+75,91,68,great final presentation +10,85.7
+87,80,91,,86.7
+75,80,98,missed class frequently -10,74.5
+96,96,88,,92.4
+89,99,73,great final presentation +10,96.4
+83,77,72,missed homework frequently -10,66.7
+88,80,93,,91.1
+97,86,68,missed homework frequently -10,68.0
+84,93,62,missed class frequently -10,71.8
+84,81,88,,82.3
+91,75,100,great participation +10,99.9
+91,92,70,,78.5
+91,89,83,missed class frequently -10,80.2
+86,90,80,great final presentation +10,94.3
+88,80,82,great participation +10,92.0
+81,100,74,,83.1
+80,59,65,,67.5
+0,65,88,,58.7
+91,89,81,,86.1
+76,87,60,missed homework frequently -10,61.1
+80,91,60,,78.8
+81,56,90,great final presentation +10,86.4
+34,91,92,missed homework frequently -10,63.2
+99,93,90,,93.0
+90,83,51,,70.8
+83,80,86,,82.2
+74,88,97,,87.7
+92,87,60,great participation +10,86.7
+78,71,94,,76.7
+77,96,78,,81.0
+70,71,88,great final presentation +10,90.0
+77,84,86,,83.6
+96,75,92,great final presentation +10,100.0
+70,97,42,,73.1
+62,64,63,,67.6
+86,67,98,,90.1
+82,85,89,,83.9
+84,46,95,,77.4
+97,0,42,,45.6
+88,93,78,great participation +10,98.7
+77,87,83,,83.5
+100,100,81,missed homework frequently -10,83.8
+79,81,69,,74.9
+96,64,92,great final presentation +10,98.6
+82,80,98,great final presentation +10,100.0
+65,94,92,,83.7
+73,87,92,,83.2
+87,81,86,,83.7
+65,81,75,,71.5
+53,72,46,missed class frequently -10,44.2
+87,83,87,missed class frequently -10,80.5
+81,67,100,great participation +10,99.7
+79,0,59,,43.6
+74,79,92,missed homework frequently -10,72.4
+87,74,86,missed homework frequently -10,76.6
+100,82,72,great participation +10,92.9
+65,0,57,,42.9
+80,77,98,missed class frequently -10,73.6
+42,87,63,great participation +10,76.3
+85,92,84,missed homework frequently -10,77.1
+58,90,80,,77.7
+0,97,88,,65.6
+94,79,89,,88.2
+72,80,69,,77.8
+86,80,89,,82.5
+62,54,71,,64.2
+93,75,91,,88.9
+98,75,89,great final presentation +10,100.0
+61,77,88,,73.1
+0,79,68,,49.3
+81,89,78,missed homework frequently -10,68.4
+68,99,91,,81.8
+94,83,88,great final presentation +10,97.8
+97,0,92,,66.3
+99,95,99,great participation +10,98.6
+97,98,63,missed class frequently -10,68.8
+64,93,70,,77.5
+99,97,70,,84.3
+79,0,75,,53.6
+90,76,81,,81.6
+99,62,90,,86.0
+92,92,85,great final presentation +10,100.0
+49,77,89,great participation +10,84.7
+94,90,90,great participation +10,96.1
+82,87,82,,82.5
+99,86,54,,75.0
+89,72,60,great final presentation +10,86.3
+88,83,83,,84.4
+57,78,83,,74.2
+99,95,67,,86.9

train.csv

@@ -0,0 +1,751 @@
+exam_1,exam_2,exam_3,notes,final_score,true_final_score
+72,81,80,,73.3,73.3
+89,62,93,,83.8,83.8
+97,0,94,,73.5,73.5
+80,76,96,missed class frequently -10,78.6,78.6
+67,87,95,missed homework frequently -10,74.1,74.1
+89,70,90,missed homework frequently -10,64.9,78.3
+91,90,74,,84.5,84.5
+94,79,79,great participation +10,80.6,88.5
+61,100,94,,83.4,83.4
+90,82,86,,82.4,82.4
+91,97,53,great participation +10,89.8,89.8
+89,66,90,,85.9,85.9
+85,93,84,,90.6,90.6
+89,72,98,missed homework frequently -10,80.2,80.2
+95,77,87,,95.7,95.7
+85,49,83,,73.4,73.4
+90,87,99,,93.7,93.7
+80,0,98,,63.9,63.9
+85,74,87,missed homework frequently -10,68.9,68.9
+0,77,81,,56.2,56.2
+74,80,90,,78.0,78.0
+54,76,96,,79.7,79.7
+83,88,57,missed homework frequently -10,97.1,61.1
+100,83,74,,87.3,87.3
+95,80,86,,89.6,89.6
+89,86,90,great final presentation +10,99.5,99.5
+71,76,56,,70.1,70.1
+96,91,90,great final presentation +10,100.0,107.1
+96,77,79,missed class frequently -10,68.7,68.7
+78,75,96,,81.2,81.2
+86,98,95,,90.9,90.9
+82,77,92,missed class frequently -10,74.3,74.3
+93,88,84,great participation +10,94.9,94.9
+76,78,70,,78.4,70.8
+78,85,84,,47.1,85.0
+87,57,76,,75.8,75.8
+89,77,68,,100.0,82.8
+59,82,61,,66.5,66.5
+54,80,81,,70.6,70.6
+85,94,84,,91.2,91.2
+74,94,84,great participation +10,90.1,90.1
+81,76,97,great participation +10,97.3,97.3
+82,68,80,,79.6,79.6
+86,85,89,,86.9,83.9
+73,64,87,missed homework frequently -10,66.3,66.3
+67,63,83,great participation +10,86.9,86.9
+96,0,90,,64.7,64.7
+95,83,83,,88.1,88.1
+80,85,93,great participation +10,95.1,95.1
+66,95,95,,91.8,91.8
+80,60,80,,78.2,78.2
+84,55,53,missed class frequently -10,54.5,54.5
+62,92,95,,88.7,88.7
+70,96,81,great final presentation +10,94.7,94.7
+0,79,65,,48.4,48.4
+0,92,60,,48.0,48.0
+75,83,69,,8.9,75.3
+66,95,86,,85.9,85.9
+53,100,78,great final presentation +10,85.4,85.4
+87,72,50,great final presentation +10,55.4,80.7
+88,71,93,,88.2,88.2
+73,68,61,missed homework frequently -10,48.4,56.7
+82,68,48,,65.4,65.4
+71,0,75,,48.9,48.9
+89,95,72,,80.1,80.1
+88,56,80,,77.2,77.2
+78,63,75,great final presentation +10,71.0,84.2
+85,91,84,,84.1,84.1
+99,87,99,great final presentation +10,100.0,100.6
+84,97,99,,88.5,88.5
+82,94,99,missed class frequently -10,87.0,87.0
+83,97,75,great final presentation +10,92.3,92.3
+99,84,82,missed class frequently -10,79.0,79.0
+91,63,48,great participation +10,74.8,74.8
+93,47,79,great participation +10,79.4,79.4
+99,90,90,,89.6,89.6
+86,86,85,missed class frequently -10,73.3,73.3
+98,92,69,,79.6,79.6
+73,57,96,,79.6,79.6
+86,64,96,,81.3,81.3
+0,49,93,,57.9,57.9
+92,95,92,,99.7,99.7
+0,89,91,,61.1,61.1
+68,63,96,missed class frequently -10,70.5,70.5
+67,76,33,,57.1,57.1
+85,96,48,,66.3,72.6
+72,92,85,great participation +10,90.9,90.9
+94,41,91,great participation +10,89.9,89.9
+87,78,82,missed homework frequently -10,74.3,74.3
+65,72,86,great participation +10,76.8,76.8
+87,58,34,missed homework frequently -10,47.0,47.0
+98,97,68,missed homework frequently -10,72.2,72.2
+0,79,65,,50.9,50.9
+93,90,82,,87.2,87.2
+89,65,74,missed homework frequently -10,56.5,56.5
+93,95,67,,86.2,86.2
+52,95,72,great participation +10,80.1,80.1
+85,79,87,,81.4,81.4
+61,54,100,,74.1,74.1
+76,70,73,great participation +10,85.4,85.4
+65,84,58,great participation +10,77.3,77.3
+92,89,82,great final presentation +10,93.9,93.9
+98,73,86,great final presentation +10,88.6,88.6
+73,93,86,,84.8,84.8
+99,62,89,,80.9,80.9
+84,65,95,missed class frequently -10,73.7,73.7
+74,96,92,missed class frequently -10,74.9,74.9
+90,95,68,,59.3,82.3
+100,80,78,missed class frequently -10,71.8,71.8
+87,56,85,,73.7,73.7
+88,79,98,great final presentation +10,91.2,97.8
+74,64,91,,75.8,75.8
+93,82,85,missed homework frequently -10,72.1,72.1
+98,93,92,,92.7,92.7
+0,84,72,,58.3,58.3
+70,75,99,,74.1,74.1
+94,70,85,great participation +10,94.0,94.0
+81,71,54,missed homework frequently -10,97.7,59.9
+97,90,72,,81.3,81.3
+93,96,94,great final presentation +10,97.6,97.6
+80,59,86,,74.5,74.5
+53,0,76,,43.3,43.3
+80,96,81,,88.5,88.5
+78,94,83,,52.0,85.3
+53,49,88,,68.4,68.4
+84,96,91,great final presentation +10,93.9,93.9
+93,73,82,,85.1,85.1
+68,0,38,,29.0,29.0
+87,80,65,great final presentation +10,83.0,83.0
+65,98,93,,89.2,89.2
+88,91,53,,82.1,82.1
+92,67,65,missed class frequently -10,64.1,64.1
+74,77,79,missed homework frequently -10,69.8,69.8
+95,90,69,,83.6,83.6
+0,99,92,,61.8,61.8
+73,96,92,,84.4,84.4
+70,50,75,missed class frequently -10,57.0,57.0
+80,85,84,missed homework frequently -10,74.3,74.3
+67,72,90,missed class frequently -10,63.5,63.5
+74,73,77,great final presentation +10,87.0,87.0
+64,85,97,,83.7,83.7
+71,82,97,,87.5,87.5
+95,59,90,great participation +10,93.1,93.1
+64,85,97,missed class frequently -10,73.3,73.3
+99,53,76,,77.4,77.4
+80,98,84,great participation +10,91.3,91.3
+81,56,58,,66.3,66.3
+97,88,74,great participation +10,95.6,95.6
+95,83,100,,90.3,92.5
+50,67,55,,56.9,56.9
+92,0,61,,50.9,50.9
+95,88,69,,80.3,80.3
+73,95,93,,94.6,94.6
+99,86,74,,86.7,86.7
+89,70,74,,77.9,77.9
+97,94,76,,87.9,87.9
+87,100,94,,92.2,92.2
+92,86,81,,90.1,90.1
+92,44,66,,28.9,71.3
+86,71,68,,97.3,76.5
+97,86,54,missed homework frequently -10,0.0,65.0
+90,84,97,great participation +10,100.0,100.0
+50,67,94,great final presentation +10,83.5,83.5
+92,66,65,missed homework frequently -10,60.4,60.4
+46,92,66,,100.0,67.5
+85,82,55,great participation +10,81.8,81.8
+99,75,88,,87.9,87.9
+79,60,84,,77.6,77.6
+76,96,78,great final presentation +10,100.0,100.6
+94,79,58,great final presentation +10,91.9,91.9
+58,0,71,,18.5,49.8
+79,84,64,great final presentation +10,83.7,83.7
+89,85,87,great final presentation +10,94.3,94.3
+65,69,92,missed homework frequently -10,63.7,63.7
+56,76,60,,67.0,67.0
+67,80,51,,65.6,65.6
+48,50,65,,54.0,54.0
+68,74,40,missed homework frequently -10,39.7,44.9
+90,67,77,missed class frequently -10,77.6,68.4
+62,92,76,,72.0,72.0
+99,53,73,missed homework frequently -10,60.2,60.2
+80,96,83,missed homework frequently -10,79.6,79.6
+96,84,74,,83.3,83.3
+87,64,94,,80.4,80.4
+86,81,88,great final presentation +10,92.6,92.6
+93,81,77,great participation +10,71.3,92.2
+95,76,41,,67.1,67.1
+52,86,87,,76.6,76.6
+66,83,96,,84.0,84.0
+0,71,80,,56.5,56.5
+86,74,61,,70.3,70.3
+86,87,77,,81.8,81.8
+75,70,75,,77.0,77.0
+80,95,61,,83.7,83.7
+90,57,97,,78.2,78.2
+74,85,88,great participation +10,94.7,94.7
+95,94,89,,91.3,91.3
+90,96,71,missed class frequently -10,71.8,71.8
+66,74,80,missed class frequently -10,67.4,67.4
+68,83,76,,76.8,76.8
+77,51,70,,62.3,62.3
+79,84,92,,76.8,76.8
+85,82,85,great participation +10,93.1,93.1
+68,93,73,,74.2,74.2
+83,94,78,missed homework frequently -10,78.7,78.7
+92,93,73,missed homework frequently -10,76.8,76.8
+100,98,96,missed homework frequently -10,87.9,87.9
+70,99,90,,81.7,81.7
+78,95,78,,80.2,80.2
+73,71,83,,77.9,77.9
+80,95,58,,77.0,77.0
+77,54,70,,56.9,71.1
+68,80,74,,75.9,75.9
+97,94,87,great final presentation +10,100.0,101.4
+91,75,95,great participation +10,97.8,97.8
+87,83,78,,82.2,82.2
+88,67,92,,83.3,83.3
+63,82,53,,68.7,68.7
+43,76,91,missed homework frequently -10,61.7,61.7
+70,63,95,great participation +10,91.2,91.2
+69,87,94,great participation +10,91.2,94.7
+95,75,97,great final presentation +10,99.9,99.9
+99,67,89,great final presentation +10,94.0,94.0
+0,83,97,,66.5,66.5
+43,0,85,,48.1,48.1
+0,69,93,,57.7,57.7
+83,79,67,,75.2,75.2
+69,86,75,,68.0,73.7
+79,98,84,,81.8,81.8
+89,81,64,missed class frequently -10,74.0,74.0
+58,90,100,great participation +10,90.7,90.7
+69,94,58,missed homework frequently -10,60.7,60.7
+91,98,75,missed class frequently -10,77.9,77.9
+97,57,67,great participation +10,83.2,83.2
+85,91,83,great participation +10,96.8,96.8
+66,83,77,,76.6,76.6
+100,69,41,,65.1,65.1
+95,69,83,missed homework frequently -10,76.2,76.2
+49,0,78,,44.1,44.1
+58,54,37,,44.6,44.6
+76,54,65,,61.4,61.4
+47,77,88,,75.2,75.2
+68,99,99,great final presentation +10,94.6,104.3
+84,98,51,,70.2,70.2
+92,96,90,,90.8,90.8
+48,90,91,,78.0,78.0
+76,59,65,,65.8,65.8
+89,74,71,,83.2,83.2
+73,90,68,missed homework frequently -10,62.7,62.7
+80,83,87,,86.1,78.9
+71,77,73,great final presentation +10,84.3,84.3
+89,75,64,great final presentation +10,83.9,83.9
+92,0,71,,56.4,56.4
+92,72,94,,87.4,87.4
+78,89,58,,75.8,75.8
+58,66,74,,44.5,69.9
+88,91,80,,81.5,81.5
+84,85,61,,79.8,79.8
+90,66,96,great final presentation +10,92.2,92.2
+48,47,84,missed homework frequently -10,50.6,50.6
+92,71,93,great participation +10,97.4,97.4
+88,90,81,missed homework frequently -10,80.5,80.5
+79,80,91,,84.3,84.3
+88,74,96,great final presentation +10,97.2,97.2
+85,100,78,,87.2,87.2
+82,61,87,great participation +10,90.5,90.5
+69,93,84,,82.4,82.4
+51,78,84,,72.5,69.4
+84,83,60,,70.5,70.5
+73,80,95,,80.7,80.7
+83,52,88,missed homework frequently -10,70.3,70.3
+72,69,81,missed homework frequently -10,64.9,64.9
+97,98,80,great final presentation +10,95.7,95.7
+78,73,98,,62.0,85.7
+61,95,94,,84.8,84.8
+66,0,78,,50.0,50.0
+80,92,84,,91.1,91.1
+75,94,79,,81.9,81.9
+85,80,60,,68.8,68.8
+73,74,96,,80.5,80.5
+0,68,87,,39.0,61.9
+63,68,84,,73.6,73.6
+38,86,75,great final presentation +10,76.3,76.3
+72,0,80,,87.6,58.8
+77,70,84,,82.5,82.5
+69,49,75,,70.0,70.0
+92,75,93,missed homework frequently -10,81.4,81.4
+65,93,88,great final presentation +10,91.0,91.0
+65,94,94,,85.5,85.5
+78,53,96,missed homework frequently -10,27.1,60.8
+67,69,84,missed class frequently -10,67.3,67.3
+0,50,85,,52.6,52.6
+81,63,59,missed class frequently -10,94.7,55.9
+72,80,93,,84.5,84.5
+81,56,54,,59.9,59.9
+83,86,85,missed homework frequently -10,75.6,75.6
+80,89,88,,90.6,90.6
+96,73,89,missed homework frequently -10,59.0,75.5
+0,81,97,,63.8,63.8
+90,92,88,great participation +10,94.0,94.0
+81,96,96,great participation +10,100.0,103.7
+74,65,85,,75.4,75.4
+92,99,87,missed homework frequently -10,85.5,85.5
+81,97,100,,89.5,89.5
+84,94,47,missed homework frequently -10,62.9,62.9
+97,0,90,,19.1,64.7
+97,76,90,,88.6,88.6
+91,0,68,,53.9,53.9
+0,78,80,,52.6,52.6
+86,67,80,,78.1,78.1
+77,84,95,,89.0,89.0
+65,0,95,,61.7,61.7
+95,85,98,,96.5,96.5
+91,96,92,,90.4,90.4
+96,62,92,great participation +10,85.8,96.0
+68,95,90,,86.2,86.2
+99,75,78,,86.8,86.8
+95,86,53,missed homework frequently -10,32.5,65.9
+41,88,98,missed class frequently -10,0.0,65.0
+76,83,86,,82.9,82.9
+64,89,91,great final presentation +10,94.8,94.8
+67,83,77,,68.0,70.3
+82,69,92,,83.3,83.3
+96,98,92,great final presentation +10,100.0,98.9
+72,0,86,,58.2,58.2
+77,95,85,,83.9,83.9
+85,0,59,,46.6,46.6
+90,77,99,great participation +10,98.7,98.7
+78,48,96,,80.6,80.6
+80,0,99,,68.4,68.4
+59,37,75,missed homework frequently -10,42.4,42.4
+87,85,77,,87.3,87.3
+94,94,72,great participation +10,95.4,95.4
+84,99,71,,79.9,79.9
+72,90,93,,79.5,79.5
+67,98,65,missed homework frequently -10,65.2,65.2
+92,81,97,great final presentation +10,100.0,100.5
+73,82,69,missed class frequently -10,63.6,63.6
+73,77,73,,72.7,72.7
+81,98,96,,87.6,91.7
+84,94,100,great final presentation +10,100.0,101.8
+91,97,96,,99.1,96.1
+68,82,97,,84.1,84.1
+74,80,91,,84.1,84.1
+74,86,93,great participation +10,95.8,95.8
+91,92,74,,87.5,87.5
+83,93,77,,79.3,79.3
+84,76,65,missed class frequently -10,63.7,63.7
+92,0,89,,68.8,65.0
+76,85,74,,75.5,75.5
+0,89,90,,69.4,69.4
+53,99,69,missed class frequently -10,63.4,63.4
+86,96,100,,100.0,97.2
+92,87,49,,73.9,73.9
+62,95,52,missed homework frequently -10,57.2,57.2
+90,75,90,missed homework frequently -10,77.4,77.4
+68,56,98,great final presentation +10,49.5,81.4
+77,78,95,missed homework frequently -10,74.4,74.4
+92,74,88,great final presentation +10,100.0,91.5
+85,90,80,missed homework frequently -10,73.5,73.5
+73,86,40,great final presentation +10,69.3,72.8
+83,79,93,great participation +10,100.0,100.3
+66,95,87,great final presentation +10,95.0,95.0
+90,79,85,great participation +10,100.0,101.6
+64,91,97,,90.5,90.5
+88,88,83,missed class frequently -10,75.5,75.5
+56,52,78,,61.8,61.8
+78,0,86,,0.0,54.1
+89,71,94,,87.2,87.2
+46,84,89,missed homework frequently -10,60.6,60.6
+86,88,90,great final presentation +10,94.0,94.0
+91,92,95,missed homework frequently -10,80.6,80.6
+79,76,98,,100.0,79.2
+74,94,81,missed homework frequently -10,70.0,70.0
+85,93,58,,84.2,84.2
+84,90,100,,90.4,90.4
+64,75,90,,66.3,76.8
+97,65,85,missed class frequently -10,73.8,73.8
+61,78,64,,67.7,67.7
+72,91,92,,88.4,88.4
+91,99,90,,92.1,92.1
+82,0,58,,38.0,48.9
+64,86,78,,77.6,77.6
+0,89,100,,66.9,66.9
+74,72,97,missed class frequently -10,77.5,77.5
+79,62,82,,79.5,79.5
+61,76,87,,73.5,73.5
+87,0,96,,60.7,60.7
+56,79,85,,72.1,72.1
+81,86,95,great participation +10,97.1,97.1
+67,0,76,,50.5,50.5
+65,91,72,,76.2,76.2
+67,88,89,,81.5,81.5
+79,73,72,,73.6,73.6
+88,69,100,,83.4,83.4
+78,0,76,,52.9,52.9
+64,73,79,great final presentation +10,80.8,80.8
+94,0,72,,53.5,53.5
+97,61,76,missed homework frequently -10,61.8,61.8
+86,80,89,,81.2,81.2
+60,37,62,,50.3,50.3
+73,96,100,great participation +10,100.0,102.8
+96,90,77,,85.1,85.1
+88,83,86,great final presentation +10,95.2,95.2
+92,84,62,,79.4,79.4
+89,91,57,,78.9,78.9
+73,58,57,great participation +10,96.2,69.9
+84,0,80,,58.6,58.6
+81,75,77,,76.8,76.8
+88,56,82,great participation +10,84.8,84.8
+65,69,69,,75.0,73.4
+85,87,90,,90.2,90.2
+73,64,88,,72.8,72.8
+56,75,71,,68.6,68.6
+85,88,27,,80.3,64.0
+67,88,91,,81.1,81.1
+90,0,88,,57.7,57.7
+90,88,84,missed homework frequently -10,100.0,79.6
+90,94,79,missed homework frequently -10,75.6,75.6
+87,0,91,,62.7,65.1
+60,92,55,,69.6,69.6
+72,78,69,missed homework frequently -10,46.4,64.4
+88,77,92,,82.9,82.9
+76,82,91,great final presentation +10,95.0,95.0
+66,72,83,missed homework frequently -10,67.7,67.7
+67,82,98,,87.5,87.5
+89,93,79,,82.5,82.5
+78,89,81,,80.1,80.1
+85,97,86,great participation +10,98.9,98.9
+91,0,94,,64.6,67.2
+83,93,54,,74.3,74.3
+93,56,74,,79.4,79.4
+72,91,91,,87.7,87.7
+90,54,80,,73.0,73.0
+88,66,74,,71.5,71.5
+97,97,92,missed homework frequently -10,82.4,82.4
+93,65,96,missed class frequently -10,74.8,74.8
+83,70,71,,73.9,73.9
+88,67,74,,78.7,78.7
+83,92,80,missed class frequently -10,72.6,72.6
+94,0,95,,65.0,65.0
+100,93,70,,85.6,85.6
+53,0,94,,54.0,54.0
+93,82,88,,92.9,92.9
+99,86,95,missed class frequently -10,79.5,79.5
+96,0,62,,34.1,48.5
+87,82,56,,69.8,69.8
+96,95,89,,94.7,94.7
+94,91,93,great participation +10,100.0,104.8
+88,93,92,great final presentation +10,100.0,102.1
+0,87,77,,55.5,55.5
+69,87,51,,90.4,74.3
+65,95,68,,78.0,78.0
+80,96,80,,85.1,85.1
+74,58,92,great final presentation +10,88.3,88.3
+80,85,86,missed homework frequently -10,67.1,73.7
+0,88,95,,64.6,64.6
+83,74,97,,87.4,87.4
+71,96,65,missed class frequently -10,73.2,70.9
+81,0,75,,55.8,55.8
+71,89,90,,87.8,87.8
+71,86,89,missed class frequently -10,74.9,74.9
+96,76,85,,84.0,84.0
+97,98,92,,97.4,97.4
+95,87,82,missed class frequently -10,76.5,76.5
+83,91,63,,39.4,71.1
+0,97,85,,64.1,64.1
+81,87,60,missed class frequently -10,57.5,57.5
+73,56,91,missed class frequently -10,69.0,69.0
+99,59,70,missed class frequently -10,60.1,60.1
+91,98,97,great participation +10,100.0,100.9
+71,92,94,,89.6,89.6
+95,73,57,great final presentation +10,85.6,85.6
+95,82,76,,86.2,86.2
+94,78,78,,84.8,84.8
+81,64,80,great participation +10,82.5,82.5
+81,95,77,,78.3,78.3
+84,74,91,great participation +10,92.4,92.4
+96,73,94,great participation +10,100.0,99.1
+71,57,96,great participation +10,85.3,85.3
+94,77,87,,88.3,88.3
+0,54,74,,49.5,49.5
+58,76,94,great participation +10,83.2,87.9
+93,82,74,,83.1,83.1
+56,90,71,missed class frequently -10,36.6,62.6
+76,65,59,great final presentation +10,73.4,73.4
+71,94,95,great final presentation +10,92.3,92.3
+92,73,85,great final presentation +10,89.9,88.1
+71,65,81,great participation +10,80.2,80.2
+0,96,87,,65.5,65.5
+78,94,81,,91.2,91.2
+99,99,87,,98.5,98.5
+83,62,55,,62.5,62.5
+69,94,95,great participation +10,95.9,99.7
+86,87,86,missed class frequently -10,74.6,74.6
+90,100,89,great participation +10,100.0,98.7
+98,97,87,,95.5,95.5
+86,85,84,missed class frequently -10,71.4,71.4
+75,46,48,great participation +10,67.4,67.4
+73,73,76,missed class frequently -10,66.0,66.0
+89,93,70,missed homework frequently -10,75.2,75.2
+0,65,87,,52.7,52.7
+61,0,97,,63.6,63.6
+86,92,86,great participation +10,97.3,97.3
+81,85,95,,86.7,86.7
+89,78,94,,74.0,82.1
+74,81,74,,74.0,74.0
+81,79,86,,79.6,79.6
+91,98,77,,92.5,92.5
+65,85,80,great participation +10,82.2,91.2
+89,67,95,great final presentation +10,93.6,93.6
+95,96,64,,83.9,83.9
+65,0,88,,53.0,53.0
+71,0,82,,48.8,48.8
+89,95,73,,85.8,85.8
+87,82,57,,76.3,76.3
+92,92,76,,83.9,83.9
+95,78,60,great participation +10,85.0,85.0
+90,60,78,,78.2,78.2
+98,82,47,great final presentation +10,85.6,85.6
+99,65,87,,86.5,86.5
+78,81,74,missed homework frequently -10,66.5,66.5
+82,90,85,,88.3,88.3
+69,55,95,,76.1,76.1
+93,75,93,,88.6,88.6
+72,88,96,,88.7,88.7
+89,97,100,missed class frequently -10,88.5,88.5
+82,0,79,,58.1,58.1
+0,73,89,,57.7,57.7
+79,75,74,,81.5,81.5
+93,91,84,great final presentation +10,98.6,98.6
+87,79,82,great final presentation +10,94.0,94.0
+84,58,88,missed class frequently -10,56.5,66.7
+0,87,99,,65.4,65.4
+78,95,87,,93.0,90.0
+95,41,56,,68.3,68.3
+91,74,88,,83.6,83.6
+60,66,64,great final presentation +10,75.2,75.2
+69,87,70,missed homework frequently -10,60.7,60.7
+67,65,65,,35.3,64.6
+82,64,80,great final presentation +10,91.2,91.2
+99,76,95,great participation +10,99.7,99.7
+94,93,91,missed homework frequently -10,83.8,83.8
+91,90,81,great participation +10,95.0,95.0
+78,58,86,great final presentation +10,84.4,84.4
+78,89,68,,80.6,80.6
+86,67,76,missed homework frequently -10,65.3,65.3
+93,71,89,,67.6,79.6
+72,63,91,great final presentation +10,86.4,86.4
+78,58,86,great final presentation +10,84.3,84.3
+98,97,93,,97.5,97.5
+56,81,90,,75.3,75.3
+84,96,73,great participation +10,91.6,91.6
+92,86,78,,83.3,83.3
+90,70,68,,72.5,72.5
+83,85,90,great participation +10,93.7,93.7
+96,56,70,,76.3,76.3
+78,57,85,,75.7,75.7
+83,85,92,great final presentation +10,100.0,100.3
+85,100,79,missed class frequently -10,75.4,75.4
+95,0,72,,0.0,58.4
+98,85,82,great final presentation +10,99.6,99.6
+73,80,95,,83.5,83.5
+82,94,85,,87.8,87.8
+88,81,85,,88.4,88.4
+98,94,90,great participation +10,98.8,98.8
+79,73,78,,75.3,75.3
+61,94,78,,75.7,75.7
+79,83,88,,79.8,79.8
+73,92,91,great final presentation +10,93.4,93.4
+90,67,77,missed class frequently -10,71.7,71.7
+75,78,97,,100.0,84.9
+90,73,91,,89.0,89.0
+72,85,91,missed homework frequently -10,50.0,74.1
+84,87,77,,85.8,85.8
+65,0,92,,56.7,56.7
+83,88,88,,86.6,86.6
+93,36,62,,65.5,65.5
+85,68,76,great participation +10,81.4,81.4
+0,56,96,,56.6,56.6
+88,88,79,,84.9,84.9
+70,96,32,missed homework frequently -10,38.3,52.3
+88,89,80,missed class frequently -10,39.2,74.6
+96,64,65,,77.7,77.7
+0,84,93,,61.4,61.4
+83,87,88,missed homework frequently -10,68.2,68.2
+89,71,94,great final presentation +10,94.0,96.2
+52,80,50,missed class frequently -10,52.6,52.6
+98,71,93,,83.9,83.9
+69,92,99,missed homework frequently -10,74.7,74.7
+37,83,69,missed homework frequently -10,42.4,55.1
+87,74,95,missed class frequently -10,72.6,78.8
+51,65,97,,59.3,74.8
+76,72,100,great final presentation +10,97.6,97.6
+92,81,54,,68.0,68.0
+65,82,83,missed homework frequently -10,69.7,69.7
+98,77,86,,92.8,91.1
+79,86,99,great final presentation +10,100.0,99.8
+58,80,89,,78.0,78.0
+75,67,78,great final presentation +10,81.5,81.5
+63,93,94,,82.0,82.0
+92,73,89,,79.9,79.9
+100,91,83,great participation +10,100.0,102.6
+84,83,85,missed class frequently -10,78.4,78.4
+96,94,89,,88.8,88.8
+92,63,91,missed homework frequently -10,71.5,71.5
+98,69,90,,86.1,86.1
+92,62,66,great participation +10,81.6,75.6
+69,85,79,,100.0,73.7
+86,85,89,missed homework frequently -10,78.8,78.8
+59,68,65,,62.8,62.8
+59,94,80,missed homework frequently -10,70.8,70.8
+98,73,83,,79.1,83.5
+93,58,70,great final presentation +10,83.8,83.8
+99,87,71,,84.1,84.1
+81,0,95,,29.5,63.3
+57,89,55,,59.7,67.1
+73,87,86,missed class frequently -10,75.4,75.4
+46,70,77,,66.1,66.1
+86,80,66,,73.4,73.4
+0,95,94,,67.6,67.6
+71,64,62,great participation +10,76.7,76.7
+78,84,92,great final presentation +10,99.7,99.7
+77,0,87,,56.9,56.9
+94,98,99,,98.6,98.6
+66,91,70,missed class frequently -10,67.6,67.6
+93,98,75,,85.1,85.1
+69,77,57,great participation +10,75.8,75.8
+75,77,73,missed homework frequently -10,64.9,64.9
+75,0,65,,46.2,46.2
+93,96,90,,91.0,91.0
+81,81,91,,81.4,81.4
+92,97,44,,75.6,75.6
+85,0,96,,63.0,63.0
+90,81,79,,86.8,86.8
+69,95,62,great participation +10,80.6,80.6
+65,85,50,,67.4,67.4
+96,87,80,missed class frequently -10,80.5,77.2
+73,95,67,,74.2,74.2
+89,95,87,great participation +10,96.1,96.1
+91,91,78,great final presentation +10,93.2,93.2
+73,84,68,great participation +10,86.2,86.2
+82,88,78,great final presentation +10,92.7,92.7
+84,66,49,great final presentation +10,73.8,73.8
+94,62,66,,69.1,69.1
+95,81,76,,83.0,83.0
+86,75,62,,69.3,69.3
+78,76,72,,72.8,72.8
+0,81,99,,64.9,64.9
+90,74,95,great participation +10,97.4,97.4
+71,95,45,,77.3,71.8
+53,77,93,,75.3,75.3
+96,82,86,great participation +10,100.0,103.2
+90,0,100,,71.6,71.6
+78,63,88,,79.7,79.7
+91,69,90,,78.4,78.4
+94,88,79,great participation +10,93.1,93.1
+71,94,89,,41.1,78.7
+100,73,84,missed homework frequently -10,73.3,73.3
+67,93,93,,17.4,86.6
+74,98,86,,79.7,79.7
+93,74,91,,83.8,83.8
+68,73,81,missed class frequently -10,66.6,66.6
+91,99,79,great participation +10,100.0,101.4
+0,76,75,,53.9,53.9
+41,80,93,,74.9,74.9
+85,74,92,,92.2,82.7
+84,99,47,great final presentation +10,84.9,84.9
+66,60,86,,76.8,76.8
+87,97,99,,100.0,104.8
+94,82,97,great final presentation +10,95.3,95.3
+94,78,89,,86.0,86.0
+0,79,96,,56.0,56.0
+89,57,47,,64.2,64.2
+71,92,83,,78.6,78.6
+99,83,44,great final presentation +10,80.6,80.6
+95,83,78,,80.9,80.9
+96,64,93,great final presentation +10,100.0,101.7
+99,83,88,great participation +10,98.0,98.0
+55,71,98,missed homework frequently -10,67.9,67.9
+64,70,86,,76.6,76.6
+73,74,76,missed class frequently -10,52.5,62.0
+93,79,97,great participation +10,100.0,95.7
+74,0,85,,55.6,55.6
+86,97,95,,100.0,94.9
+89,97,96,missed homework frequently -10,47.7,85.5
+84,87,96,great final presentation +10,100.0,106.4
+99,73,84,missed homework frequently -10,77.8,77.8
+91,68,88,,36.3,80.5
+89,98,80,great participation +10,100.0,103.4
+90,99,90,,70.3,94.3
+98,68,58,,69.2,69.2
+78,95,54,missed homework frequently -10,66.6,66.6
+59,70,86,,74.3,74.3
+81,65,82,,57.6,75.1
+77,88,82,missed homework frequently -10,73.1,73.1
+93,94,94,,97.4,97.4
+85,62,75,,77.4,77.4
+92,84,92,great participation +10,100.0,102.5
+89,74,85,missed class frequently -10,100.0,74.9
+0,97,90,,69.0,69.0
+92,90,77,great participation +10,91.8,91.8
+90,95,75,great final presentation +10,98.1,98.1
+79,81,89,great final presentation +10,92.6,92.6
+67,92,64,,78.6,78.6
+72,90,98,,83.2,83.2
+0,93,88,,65.6,65.6
+98,88,95,,97.1,97.1
+84,79,97,great final presentation +10,96.5,96.5
+89,74,85,,76.9,76.9
+0,72,88,,58.1,58.1
+95,82,54,,74.2,74.2
+83,99,80,,92.0,92.0
+61,65,100,missed homework frequently -10,63.4,63.4
+79,0,76,,49.7,49.7
+81,90,90,missed homework frequently -10,77.0,77.0
+86,95,77,,84.2,84.2
+0,92,98,,76.6,65.1
+78,84,71,,76.2,76.2
+87,48,91,,96.5,77.9
+92,0,94,,62.9,62.9
+85,88,81,,56.1,81.8
+35,100,61,great participation +10,73.6,73.6
+91,0,89,,57.8,57.8
+56,80,79,,67.2,67.2
+87,76,72,,78.7,78.7
+77,71,78,,73.4,73.4
+98,92,96,,89.4,89.4
+71,89,96,great final presentation +10,95.5,95.1
+71,78,80,great final presentation +10,87.3,87.3
+88,69,89,,85.0,85.0
+62,98,93,great participation +10,95.3,95.3
+77,79,94,,83.0,83.0
+72,94,88,,84.8,84.8
+87,93,76,missed class frequently -10,70.6,70.6
+94,77,82,great participation +10,87.6,87.6
+100,100,99,,100.0,100.1
+93,73,97,great final presentation +10,100.0,106.5
+85,81,87,,89.8,89.8
+94,62,50,missed homework frequently -10,54.6,54.6
+75,0,55,,43.3,43.3
+84,92,75,missed homework frequently -10,71.6,71.6
+80,76,66,,49.4,65.9
+66,82,82,missed homework frequently -10,75.4,75.4
+69,55,72,missed homework frequently -10,54.7,54.7
+81,94,82,,86.6,86.6
+80,72,97,,85.9,85.9
+91,61,100,,86.8,86.8
+0,82,77,,59.0,59.0
+83,90,83,,81.8,81.8