Table 1.

The results of treatment/control group classification using SVM

		SVM Input	Classification Accuracy
			Day2	Day9
Tofts Model	Whole tumor	Mean $K_T^{\mathit{trans}}$	43.8%	68.8%
		(Mean $K_T^{\mathit{trans}}$, CV)	50.0%	87.5%
		(Mean $K_T^{\mathit{trans}}$, Kurtosis, Skewness)	31.3%	56.3%
		(Mean $K_T^{\mathit{trans}}$, d1, d2)	43.8%	75.0%
SS Model	Whole tumor	Mean $K_S^{\mathit{trans}}$	50.0%	68.8%
		(Mean $K_S^{\mathit{trans}}$, CV)	62.5%	87.5%
		(Mean $K_S^{\mathit{trans}}$, Kurtosis, Skewness)	43.8%	62.5%
		(Mean $K_S^{\mathit{trans}}$, d1, d2)	50.0%	56.3%
		Mean τi	56.3%	56.3%
		(Mean τi, CV)	37.5%	68.8%
		(Mean τi, d1, d2)	50.0%	56.3%
	BV	Mean $K_{S,BV}^{\mathit{trans}}$	50.0%	87.5%
		(Mean $K_{S,BV}^{\mathit{trans}}$, CV)	68.8%	87.5%
		(Mean $K_{S,BV}^{\mathit{trans}}$, Kurtosis, Skewness)	68.8%	75.0%
		(Mean $K_{S,BV}^{\mathit{trans}}$, d1, d2)	68.8%	75.0%
		Mean τi,BV	43.8%	56.3%
		(Mean τi,BV, CV)	43.8%	62.5%
		(Mean τi,BV, Kurtosis, Skewness)	37.5%	56.3%
		(Mean τi,BV, d1, d2)	56.3%	56.3%