results.txt

RAW INPUT

	NEXT PRICE PREDICTION

		Linear Regression
			RMSE = 0.193644780509
			R2 Score = 0.999040870873
			
		Random Forest
			RMSE = 0.20610636966
			R2 Score = 0.998979148202

	PRICE MOVEMENT PREDICTION

		SVM
			Accuracy = 0.406257406968
			Cohen Kappa = 0.12002115394
			Precision = 0.55746367, 0.22481612, 0.4953911
			Recall = 0.2428777, 0.49787535, 0.52970994
			F-Score = 0.33834436, 0.30975986, 0.51197605

		SVM Ensemble
			Accuracy = 0.398494443781
			Cohen Kappa = 0.0537623526277
			Precision = 0.40270104, 0.23977273, 0.47776783
			Recall = 0.38217303, 0.30403458, 0.45124014
			F-Score = 0.39216858, 0.26810673, 0.46412524

		Random Forest
			Accuracy = 0.382672332389
			Cohen Kappa = 0.142650921271
			Precision = 0.6215242, 0.193042, 0.61949339
			Recall = 0.35026117, 0.61694915, 0.31681217
			F-Score = 0.44803267, 0.29407012, 0.41922862