ABCDEFGHIJKLMNOPQRSTUVWXYZAAABACAD
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Group Competition(The best performance your group achieved)
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IDNameEmailGroup Name (2~4 member /pre group)Group Score Group Contribution (+-10%)Personal socreGoup ID (This is assigned by TA)Acccuracy RankingAccuracyF1 measureClassifier MethodsParamterstrainin/testing set (5-fold)
Proved By ? GroupID ? (At least two other groups )
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109121049SOURASIS CHATTOPADHYAY109121049@live.asia.edu.twASIA_STD820%82170.82990.8403
Support Vector Machine(SVM)
svm__C': 0.1,
'svm__class_weight': None,
'svm__dual': True,
'svm__fit_intercept': True,
'svm__intercept_scaling': 1,
'svm__loss': 'squared_hinge',
'svm__max_iter': 1000,
'svm__multi_class': 'ovr',
'svm__penalty': 'l2',
'svm__random_state': 42,
'svm__tol': 0.0001,
'svm__verbose': 0}		5 fold Accuracy= 0.824537
Test Accuracy= 0.830970		Group id =1
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109121050AKASH PAL109121050@live.asia.edu.twASIA_STD820%8217
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110710906Rania Virda Sukmaningsih110710906@live.asia.edu.twASIA_STD820%8217
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110710534Juniartha Indra Pratama110710534@live.asia.edu.twASIA_STD820%8217
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110710210ARUNKUMAR M110710210@live.asia.edu.twCrucial Data Crew69692
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110710323DHARANIDHARAN A110710323@live.asia.edu.twCrucial Data Crew690%692
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110710544KALYAN RAM KOTHAMASU110710544@live.asia.edu.twCrucial Data Crew69692
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110710682Md. Hasibuzzaman110710682@live.asia.edu.twCrucial Data Crew69692
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110710426GIRISH PANDEY110710426@live.asia.edu.twCyber Predators830%83330.976970.976949Linear SVM SGDACCURACY-0.97697, F1 MEASURE- 0.976949, PRECISION- 0.976985, RECALL- 0.976970
[0.98208955 0.98358209 0.97985075 0.98880597 0.98880597]
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110711141VEMU LAKSHMI ANANYA110711141@live.asia.edu.twCyber Predators830%8333
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110711096TEJASRI ARIGE110711096@live.asia.edu.twIcons860%86440.9730.971
Support Vector Machine(SVM)
Lemmatization (WordNetLemmatizer)
TF-IDF (n_gram=1)
SVM - Parameters(
C=10,kernal='rbf',
gamma=0.,degree=3
)		5-fold Accuracy = 0.973
30% Test Accuracy = 0.972
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110711154VIJAYA DURGA BHAVANAM110711154@live.asia.edu.twIcons860%8644
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110710683MEDERAMETLA TARUN TEJA110710683@live.asia.edu.twIcons860%8644
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110710706MOHITH KUMAR BEZAWADA110710706@live.asia.edu.twIcons860%8644
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110710107AFSAR IMAM110710107@live.asia.edu.twKunal Rockers660%665
??? (Only two classes)
0.98220.98
DecisionTreeClassifier
precision : 0.95
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110710611Kunal Vasudevan110710611@live.asia.edu.twKunal Rockers660665
??? (Only two classes)
Accuracy: 0.98
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110711004SHAGUN PANDEY110711004@live.asia.edu.twKunal Rockers660665
??? (Only two classes)
Macro_Avg : 0.99
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110711155Vikrant V Joliya110711155@live.asia.edu.twKunal Rockers660665
??? (Only two classes)
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110710013BRS PRASOONA SWATHI LAKSHMI110710013@live.asia.edu.twMITS 1006
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110710032K.MADHURI110710032@live.asia.edu.twMITS 1006
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110710056S LEKHA110710056@live.asia.edu.twMITS 1006
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110710060SHAIK NAZIYA110710060@live.asia.edu.twMITS 1006
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110710034KALLURI TAHEERA110710034@live.asia.edu.twMITS 222227
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110710036KOPPULA MEGHANA110710036@live.asia.edu.twMITS 222227
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110710046MUNI JYOTHIRMAI UNDELA110710046@live.asia.edu.twMITS 222227
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110710049NIHARIKA S110710049@live.asia.edu.twMITS 222227
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110710023G SUDHAKAR110710023@live.asia.edu.twMITS 322228
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110710025GANESH BABU P110710025@live.asia.edu.twMITS 322228
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110710075VINUKONDA RAJITH BHARGAV110710075@live.asia.edu.twMITS 322228
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110710053PRABHAT CHAURASIYA110710053@live.asia.edu.twMITS 322228
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110710006ATHIKARI VENKATA PRASAD110710006@live.asia.edu.twMITS 422229
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110710040KUNI SUDHAKARA110710040@live.asia.edu.twMITS 422229
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110710073VADDE CHAITHANYA110710073@live.asia.edu.twMITS 42222950.9509
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110710572KETHEPALLI MANIKANTA110710572@live.asia.edu.twPerformers81811010.99050.95RANDOM FORESTLEMMATIZATION 5-fold 0.953, test 0.9905
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110710554Kannaiahgari Saiteja110710554@live.asia.edu.twPerformers8181101
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110710667MANKENA GANESH110710667@live.asia.edu.twPerformers8181101
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110711183YAKKALI DEEPAK KUMAR110711183@live.asia.edu.twPerformers8181101
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110710505ISHWARYA LAKSHMI110710505@live.asia.edu.twProcastinators676711
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110710802NITHISAA SEENIVASAN110710802@live.asia.edu.twProcastinators676711
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110710883R AISHWARYA110710883@live.asia.edu.twProcastinators676711
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110710364Elizabeth Christina110710364@live.asia.edu.twPunten Slur 680%681260.83380.828081Linear SVM5-Fold: 0.8363; Test: 0.8338
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110710291Damiana Trivinita L. Blolong110710291@live.asia.edu.twPunten Slur 680%68126
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110710321DHANNUSHREE U110710321@live.asia.edu.twTechy700%701380.81480.8243SVM5 - fold: 0.8050;Test: 0.8300
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110710557KARUPPASAMYHARIHARAN A110710557@live.asia.edu.twTechy700%70138
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110710498IRAGAMREDDY VENKATA NAGA SASIDHAR REDDY110710498@live.asia.edu.twTorch bearers014
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110710559KATAM VEERA SUDHEER KUMAR110710559@live.asia.edu.twTorch bearers014
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110711158VINNNAKOTA DEVA MARKHANDEYA PAVAN KUMAR110711158@live.asia.edu.twTorch bearers014
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110710599KOTA VENKATA YASWANTH110710599@live.asia.edu.twTorchbearers014
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110710192APPANENI MANIKANTA110710192@live.asia.edu.twVikings015
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110710748MURALIKRISHNA MUPPARAJU110710748@live.asia.edu.twVikings015
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110711104THUMATI SAI SUNEETH110711104@live.asia.edu.twVikings015
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110711132VARRA CHINNABABULREDDY110711132@live.asia.edu.twVikings015
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107021003張倖瑜107021003@live.asia.edu.tw0
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110710058SHAIK SAIFULLA110710058@live.asia.edu.tw0
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110710081Aakash M110710081@live.asia.edu.tw0
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110710095ADATRA SHANKAR SRINIVAS110710095@live.asia.edu.tw0
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110710150Amrit Kalash110710150@live.asia.edu.tw0
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110710196ARAVIND S110710196@live.asia.edu.tw0
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110710239BALA NANTHANAN110710239@live.asia.edu.tw0
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110710242Banda anoop reddy110710242@live.asia.edu.tw0
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110710257BODDAPATI Pavan kumar110710257@live.asia.edu.tw0
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110710259BOGGULA SRIKANTH REDDY110710259@live.asia.edu.tw0
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110710260BOLLINENI PRAVEEN KUMAR110710260@live.asia.edu.tw0
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110710295DARA SRIDHAR110710295@live.asia.edu.tw0
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110710297DASALETISRIKANTH REDDY110710297@live.asia.edu.tw0
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110710316DEVISETTY BHARGAVA110710316@live.asia.edu.tw0
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110710345DORAGOLLA ABHISHAEK YADAV110710345@live.asia.edu.tw0
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110710349DURGA HEMANTH110710349@live.asia.edu.tw0
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110710414GADDE BHANU PRAKASH YADAV110710414@live.asia.edu.tw0
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110710419GANESH KUMAR P110710419@live.asia.edu.tw0
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110710423GEDIPARTHI BHARATH110710423@live.asia.edu.tw0
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110710433GONUGUNTA PAVAN KUMAR110710433@live.asia.edu.tw0
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110710461Haryo Bimo Wicaksono110710461@live.asia.edu.tw0
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110710473Hritik Valluvar110710473@live.asia.edu.twSigma707016
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110710514JALAPARTHI AJAY110710514@live.asia.edu.tw0
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110710517JANGAM ROCK MORRIES110710517@live.asia.edu.tw0
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110710546KAMALAPATI MANOJ KUMAR110710546@live.asia.edu.tw0
81
110710560KATRAGUNTA NIKHIL110710560@live.asia.edu.tw0
82
110710596KOPPALA YERRISWAMY REDDY110710596@live.asia.edu.tw0
83
110710600KOUSHIK NARAYANAM110710600@live.asia.edu.tw0
84
110710626LAVANYA M110710626@live.asia.edu.tw0
85
110710650M.MALLIKARJUNA NAIDU110710650@live.asia.edu.tw0
86
110710651M.SAI KRISHNA110710651@live.asia.edu.tw0
87
110710656Maguluri Navi Venkata Pavan Kumar110710656@live.asia.edu.tw0
88
110710663MANCHALA PHANI KUMAR110710663@live.asia.edu.tw0
89
110710668Mannavarapu Venkata kumar110710668@live.asia.edu.tw0
90
110710669MANOJ JANGITI110710669@live.asia.edu.tw0
91
110710694Miko Ardian110710694@live.asia.edu.tw0
92
110710713Muhamad Akbar Ramadhan110710713@live.asia.edu.tw0
93
110710719Muhammad Agung Alfaridzi110710719@live.asia.edu.tw0
94
110710749MURE MADHU SUDHAN REDDY110710749@live.asia.edu.tw0
95
110710799Nisha Rai110710799@live.asia.edu.tw0
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110710841Palaparty Sri Surya Jitendra110710841@live.asia.edu.tw0
97
110710859POLINENI VAMSI110710859@live.asia.edu.tw0
98
110710896RAJA YENDLURI110710896@live.asia.edu.tw0
99
110710898RAJKUMAR C110710898@live.asia.edu.tw0
100
110710903Ramakrishnarao Kakumani110710903@live.asia.edu.tw0