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Big-Data-Assignment-2018-2019

There are 12266 observations and 5 features in this dataset.

Dictionary(81094 unique tokens: ['able', 'about', 'access', 'activities', 'actually']...)

402 duplicates found.

Classifier Accuracy Execution Time
SVM BoW 96% 01:20
SVM SVD 95.3% 04:04
SVM D2V 95.1% 14:23
Random Forest BoW 94.8% 02:20
Random Forest SVD 94.6% 04:17
Random Forest D2V 94.6% 14:57
SVM TF-IDF 96.9% 00:59

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