A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
1 Perfusion Parameter Model Patch Radius Batch Size Total Number of Examples Trained Training RMSE Training RMS STD Test RMSE Test RMS STD Training R^2 Score Training R^2 STD Test R^2 Score Test R^2 STD C (Regularization) Epsilon Epochs Fit Intercept? Shuffle? Loss Function Warm Start? Penalty (Regularization) Alpha Learning Rate eta0 Exponent (inv scaling) Average
2 tmax PA 0 100 7729 37.77398056 0.007460401 40.9990533 0.129994584 0.128909442 0.000344124 0.045715943 0.006051335 0.3 29 1 TRUE TRUE epsilon_insensitive FALSE N/A N/A N/A N/A N/A N/A
3 tmax PA 1 100 7729 37.22268372 0.023921951 40.79431442 0.154535546 0.15415005 0.001087756 0.055218999 0.007157794 0.4 27 1 TRUE TRUE epsilon_insensitive FALSE N/A N/A N/A N/A N/A N/A
4 tmax PA 2 100 7729 37.15819542 0.005904066 40.82948288 0.092723279 0.157078708 0.00026787 0.053598003 0.004298091 0.205 32 1 TRUE TRUE epsilon_insensitive FALSE N/A N/A N/A N/A N/A N/A
5 tmax PA 3 100 7729 38.24500804 0.070144703 41.71424993 0.088742587 0.107046681 0.003275442 0.012137515 0.004203002 0.17 48 1 TRUE TRUE epsilon_insensitive FALSE N/A N/A N/A N/A N/A N/A
6 tmax PA 4 100 7729 37.21758955 0.013431787 41.20372972 0.063604625 0.154381793 0.000610424 0.03617154 0.002975692 0.145 43 1 TRUE TRUE epsilon_insensitive FALSE N/A N/A N/A N/A N/A N/A
7 tmax PA 5 100 7729 37.27097474 0.011738048 41.44826419 0.042626531 0.151954158 0.000534187 0.024698691 0.002005942 0.1 42 1 TRUE TRUE epsilon_insensitive FALSE N/A N/A N/A N/A N/A N/A
8 tmax PA 6 100 7729 37.84840226 0.044110021 41.26793052 0.035216113 0.125472492 0.002038521 0.033167255 0.001650143 0.1 45 1 TRUE TRUE epsilon_insensitive FALSE N/A N/A N/A N/A N/A N/A
9 tmax linsvr 0 N/A 7729 37.51956707 41.36059432 0.140603815 0.028821197 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
10 tmax linsvr 1 N/A 7729 36.91304959 41.32831285 0.168164144 0.030336593 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
11 tmax linsvr 2 N/A 7729 36.32209709 41.46331096 0.194585184 0.023991475 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
12 tmax linsvr 3 N/A 7729 35.73068618 41.87130674 0.220599827 0.004689277 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
13 tmax linsvr 4 N/A 7729 34.93282342 42.09511155 0.25501906 -0.005979158 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
14 tmax linsvr 5 N/A 7729 34.1366062 42.51187408 0.288592452 -0.025997151 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
15 tmax linsvr 6 N/A 7729 33.12759759 42.57823534 0.330026433 -0.029202826 N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A
16 tmax SGD 0 100 7729 68.14474903 0.020997951 76.52078592 0.020727083 -1.834931819 0.001747371 -2.324179977 0.00180109 N/A 0.05 1 TRUE TRUE epsilon_insensitive FALSE l2 5.00E-05 invscaling 0.03 0.65 FALSE
17 tmax SGD 1 100 7729 51.49533003 0.036737635 59.53684397 0.038232381 -0.618876418 0.002310217 -1.012321886 0.002584901 N/A 0.05 1 TRUE TRUE epsilon_insensitive FALSE l2 0.00019 invscaling 0.08 0.4 FALSE
18 tmax SGD 2 100 7729 60.75672985 0.029414927 69.08680257 0.028891913 -1.253547244 0.00218235 -1.709666963 0.00226667 N/A 0.05 1 TRUE TRUE epsilon_insensitive FALSE l2 0.00019 invscaling 0.045 0.45 FALSE
19 tmax SGD 3 100 7729 65.93619842 0.021679415 74.27423565 0.02088298 -1.654151076 0.001745522 -2.131858056 0.001761292 N/A 0.05 1 TRUE TRUE epsilon_insensitive FALSE l2 0.00019 invscaling 0.025 0.5 FALSE
20 tmax SGD 4 100 7729 68.72622836 0.023569112 77.06024058 0.024823473 -1.883519263 0.001978163 -2.371214761 0.002172308 N/A 0.05 1 TRUE TRUE epsilon_insensitive FALSE l2 0.00019 invscaling 0.025 0.7 FALSE
21 tmax SGD 5 100 7729 68.54514829 0.019364952 76.86654237 0.020910832 -1.868344164 0.001620884 -2.354288226 0.001825191 N/A 0.05 1 TRUE TRUE epsilon_insensitive FALSE l2 0.00019 invscaling 0.02 0.65 FALSE
22 tmax SGD 6 100 7729 69.67819581 0.018858579 78.02402515 0.021153517 -1.963955029 0.001604672 -2.456068868 0.001874278 N/A 0.05 1 TRUE TRUE epsilon_insensitive FALSE l2 0.00019 invscaling 0.015 0.95 FALSE