notesum.ai

Published at December 3

Mining Tweets to Predict Future Bitcoin Price

cs.AI

Released Date: December 3, 2024

Authors: Ashutosh Hathidara¹, Gaurav Atavale², Suyash Chaudhary²

Aff.: ¹SAP AI; ²Indiana University

Arxiv: http://arxiv.org/pdf/2412.02148v1

Refer to caption

	Accuracy	Precision	Recall	F1-score
Logistic Regression	0.49	0.54	0.41	0.46
KNN	0.54	0.54	1	0.7
Naive Bayes	0.56	0.55	0.92	0.69
Kernel SVM	0.55	0.54	0.95	0.69
Decision Tree	0.53	0.53	0.97	0.69
Random Forest	0.62	0.64	0.86	0.75
XGBoost	0.54	0.54	1	0.7
Light GBM	0.55	0.55	0.91	0.69