Table 2. Area under the receiver operator characteristic for the Lactocaccus Lactis system.
M = 15, Additive ODE | .86 (.863, .864) | .88 (.874, .877) |
M = 15, Linear ODE | .84 (.836, .838) | .82 (.822, .825) |
M = 15, Linear ODE + Lasso | .65 (.650, .659) | .64 (.632, .642) |
M = 15, Inferelator 1.0 | .76 (.755, .764) | .72 (.716, .727) |
M = 10, Additive ODE | .91 (.904, .906) | .90 (.895, .897) |
M = 10, Linear ODE | .83 (.826, .828) | .82 (.815, .820) |
M = 10, Linear ODE + Lasso | .65 (.650, .657) | .67 (.669, .677) |
M = 10, Inferelator 1.0 | .75 (.744, .753) | .74 (.733, .742) |
M = 5, Additive ODE | .87 (.871, .874) | .85 (.852, .856) |
M = 5, Linear ODE | .78 (.781, .783) | .73 (.726, .731) |
M = 5, Linear ODE + Lasso | .71 (.710, .715) | .73 (.723, .729) |
M = 5, Inferelator 1.0 | .77 (.764, .774) | .76 (.751, .759) |
M = 2, Additive ODE | .66 (.663, .666) | .59 (.584, .591) |
M = 2, Linear ODE | .57 (.572, .574) | .54 (.537, .542) |
M = 2, Linear ODE + Lasso | .56 (.556, .559) | .61 (.605, .612) |
M = 2, Inferelator 1.0 | .61 (.612, .618) | .59 (.586, .597) |
M = 1.5, Additive ODE | .60 (.596, .599) | .50 (.499, .506) |
M = 1.5, Linear ODE | .50 (.499, .502) | .45 (.450, .457) |
M = 1.5, Linear ODE + Lasso | .49 (.490, .493) | .57 (.568, .572) |
M = 1.5, Inferelator 1.0 | .56 (.552, .559) | .54 (.531, .540) |
Performance evaluation for the Lactocaccus network using area under the ROC curve.