573_Asst

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Arizona State University *

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MISC

Subject

Statistics

Date

Jun 4, 2024

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pptx

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4

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Amazon(random state = 23) Model(w/o Sent) Accuracy(1hr, 4hr) Precision(1hr, 4hr) Recall(1hr, 4hr) Bigram + LR 0.546, 0.584 0.546, 0.584 1.0, 1.0 Bigram + SVM 0.510, 0.468 0.664, 0.566 0.212, 0.363 Bigram + XGBoost 0.488, 0.520 0.523, .0570 0.698, 0.726 Model(w Sent) Accuracy(1hr, 4hr) Precision(1hr, 4hr) Recall(1hr, 4hr) Bigram + LR 0.543, 0.584 0.546, 0.584 0.967, 1.0 Bigram + SVM 0.481, 0.515 0.583, 0.568 0.179, 0.711 Bigram + XGBoost 0.474, 0.446 0.514, 0.521 0.669, 0.623
Amazon(random state = 15) Model(w/o Sent) Accuracy(1hr, 4hr) Precision(1hr, 4hr) Recall(1hr, 4hr) Bigram + LR 0.510, 0.571 0.510, 0.587 1.0, 0.949 Bigram + SVM 0.527, 0.424 0.575, 0.523 0.269, 0.420 Bigram + XGBoost 0.535, 0.455 0.525, 0.542 0.894, 0.565 Model(w Sent) Accuracy(1hr, 4hr) Precision(1hr, 4hr) Recall(1hr, 4hr) Bigram + LR 0.510, 0.593 0.510, 0.596 1.0, 0.993 Bigram + SVM 0.499, 0.411 0.529, 0515 0.144, 0.246 Bigram + XGBoost 0.519, 0.463 0.520, 0.560 0.717, 0478
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