data=breastcancer measure= pd #key, ties, win, loss, win-loss cliff, 3, 1, 0, 1 mcs, 4, 0, 0, 0 knn, 4, 0, 0, 0 cnn, 4, 0, 0, 0 psc, 3, 0, 1, -1 measure= prec #key, ties, win, loss, win-loss cliff, 3, 1, 0, 1 mcs, 4, 0, 0, 0 knn, 4, 0, 0, 0 cnn, 4, 0, 0, 0 psc, 3, 0, 1, -1 measure= pf #key, ties, win, loss, win-loss psc, 3, 1, 0, 1 mcs, 4, 0, 0, 0 knn, 4, 0, 0, 0 cnn, 4, 0, 0, 0 cliff, 3, 0, 1, -1 measure= pd psc 18.6, 35.7, 46.3, 62.5, 85.7, [ --------- | ++++++++++++ ] knn 23.1, 40.5, 51.4, 61.1, 70.7, [ --------- | +++++ ] mcs 26.7, 44.4, 52.4, 57.9, 80.5, [ --------- | ++++++++++++ ] cnn 20.0, 40.0, 57.1, 71.4, 88.4, [ ----------- | +++++++++ ] cliff 23.1, 42.1, 58.3, 71.7, 92.1, [ ---------- | +++++++++++ ] measure= prec psc 12.2, 27.0, 42.9, 68.2, 90.0, [ -------- | +++++++++++ ] mcs 14.3, 33.3, 47.8, 70.3, 84.6, [ ---------- | ++++++++ ] knn 12.9, 32.4, 50.0, 70.7, 83.9, [ ---------- | +++++++ ] cnn 20.0, 38.7, 60.0, 73.2, 88.5, [ ---------- | ++++++++ ] cliff 18.8, 41.2, 64.3, 75.0, 88.9, [ ------------ | +++++++ ] measure= pf cnn 11.6, 27.8, 40.0, 57.9, 80.0, [ --------- | ++++++++++++ ] cliff 7.9, 25.0, 41.5, 55.0, 76.9, [ --------- | +++++++++++ ] knn 29.3, 38.1, 45.0, 56.5, 76.9, [ ----- | +++++++++++ ] mcs 19.5, 42.1, 47.6, 54.8, 73.3, [ ------------ | ++++++++++ ] psc 14.3, 36.4, 52.2, 61.5, 81.4, [ ------------ | ++++++++++ ] ********************************************************************************************* data=ecoli measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 1, 2, 1, 1 cnn, 3, 0, 1, -1 psc, 2, 0, 2, -2 knn, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 1, 2, 1, 1 cnn, 3, 0, 1, -1 psc, 2, 0, 2, -2 knn, 2, 0, 2, -2 measure= pf #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 knn, 1, 3, 0, 3 mcs, 1, 1, 2, -1 cnn, 1, 1, 2, -1 cliff, 0, 0, 4, -4 measure= pd cnn 0.0, 0.0, 0.0, 33.3, 100.0, [ ++++++++++++++++++++++++++++++++++ ] knn 0.0, 0.0, 0.0, 17.9, 100.0, [ ++++++++++++++++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 0.0, 12.5, 100.0, [ ++++++++++++++++++++++++++++++++++++++++++++ ] mcs 0.0, 0.0, 6.2, 33.3, 100.0, [ | ++++++++++++++++++++++++++++++++++ ] cliff 0.0, 0.0, 66.7, 88.0, 100.0, [ | +++++++] measure= prec cnn 0.0, 0.0, 0.0, 44.4, 100.0, [ ++++++++++++++++++++++++++++ ] knn 0.0, 0.0, 0.0, 18.2, 100.0, [ +++++++++++++++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 0.0, 13.3, 100.0, [ ++++++++++++++++++++++++++++++++++++++++++++ ] mcs 0.0, 0.0, 10.0, 42.9, 100.0, [ | +++++++++++++++++++++++++++++ ] cliff 0.0, 0.0, 75.0, 91.9, 100.0, [ | +++++ ] measure= pf cliff 0.0, 0.0, 1.7, 5.5, 22.7, [ +++++++++ ] mcs 0.0, 1.5, 4.8, 14.3, 63.6, [ | +++++++++++++++++++++++++ ] cnn 0.0, 1.5, 6.1, 17.1, 70.2, [ | +++++++++++++++++++++++++++ ] knn 0.0, 3.0, 8.6, 19.6, 58.3, [- | ++++++++++++++++++++ ] psc 0.0, 3.0, 9.0, 17.5, 54.7, [- | +++++++++++++++++++ ] ********************************************************************************************* data=glass measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 1, 2, 1, 1 cnn, 1, 2, 1, 1 knn, 0, 1, 3, -2 psc, 0, 0, 4, -4 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 1, 2, 1, 1 cnn, 1, 2, 1, 1 knn, 0, 1, 3, -2 psc, 0, 0, 4, -4 measure= pf #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 knn, 2, 2, 0, 2 mcs, 2, 1, 1, 0 cnn, 1, 1, 2, -1 cliff, 0, 0, 4, -4 measure= pd psc 0.0, 0.0, 7.7, 25.0, 100.0, [ | ++++++++++++++++++++++++++++++++++++++ ] knn 0.0, 0.0, 20.0, 36.4, 100.0, [ | ++++++++++++++++++++++++++++++++ ] cnn 0.0, 0.0, 31.2, 56.2, 100.0, [ | ++++++++++++++++++++++ ] mcs 0.0, 0.0, 31.6, 53.3, 100.0, [ | ++++++++++++++++++++++++ ] cliff 0.0, 33.3, 58.8, 83.3, 100.0, [---------------- | +++++++++ ] measure= prec psc 0.0, 0.0, 6.2, 25.0, 100.0, [ | ++++++++++++++++++++++++++++++++++++++ ] knn 0.0, 0.0, 20.0, 50.0, 100.0, [ | ++++++++++++++++++++++++++] mcs 0.0, 0.0, 31.6, 60.0, 100.0, [ | +++++++++++++++++++++] cnn 0.0, 0.0, 32.0, 56.0, 100.0, [ | +++++++++++++++++++++++] cliff 0.0, 10.0, 66.7, 90.9, 100.0, [----- | +++++ ] measure= pf cliff 0.0, 0.0, 2.7, 7.1, 56.2, [| +++++++++++++++++++++++++ ] mcs 0.0, 2.4, 7.7, 24.3, 54.2, [- | +++++++++++++++ ] cnn 0.0, 2.4, 8.1, 20.0, 69.0, [- | +++++++++++++++++++++++++ ] knn 0.0, 5.3, 11.9, 21.4, 63.0, [-- | +++++++++++++++++++++ ] psc 0.0, 5.3, 13.8, 24.0, 63.2, [-- | ++++++++++++++++++++ ] ********************************************************************************************* data=heart-c measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 cnn, 0, 3, 1, 2 mcs, 1, 1, 2, -1 knn, 1, 1, 2, -1 psc, 0, 0, 4, -4 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 cnn, 0, 3, 1, 2 mcs, 1, 1, 2, -1 knn, 1, 1, 2, -1 psc, 0, 0, 4, -4 measure= pf #key, ties, win, loss, win-loss psc, 0, 4, 0, 4 mcs, 1, 2, 1, 1 knn, 1, 2, 1, 1 cnn, 0, 1, 3, -2 cliff, 0, 0, 4, -4 measure= pd psc 6.9, 22.2, 31.4, 42.4, 74.3, [ -------- | ++++++++++++++++ ] mcs 28.6, 44.7, 52.5, 62.5, 78.9, [ --------- | +++++++++ ] knn 27.3, 45.2, 54.5, 58.6, 74.2, [ --------- | ++++++++ ] cnn 35.3, 55.3, 60.6, 72.2, 91.4, [ ---------- | ++++++++++ ] cliff 56.7, 67.9, 80.0, 90.3, 100.0, [ ------ | +++++ ] measure= prec psc 11.8, 24.0, 35.7, 42.9, 57.9, [ ------- | ++++++++ ] knn 29.2, 45.8, 51.6, 59.4, 71.4, [ --------- | +++++++ ] mcs 32.0, 45.5, 55.6, 60.0, 76.0, [ ------- | +++++++++ ] cnn 27.6, 55.2, 63.2, 68.8, 81.2, [ -------------- | +++++++ ] cliff 63.6, 75.7, 82.1, 87.0, 100.0, [ ------- | +++++++ ] measure= pf cliff 0.0, 8.6, 20.0, 28.6, 43.3, [---- | ++++++++ ] cnn 8.6, 27.3, 38.2, 42.4, 64.7, [ ---------- | ++++++++++++ ] knn 25.8, 40.6, 45.5, 54.3, 72.7, [ -------- | ++++++++++ ] mcs 21.1, 35.5, 46.7, 54.3, 71.4, [ -------- | +++++++++ ] psc 25.7, 57.1, 66.7, 76.3, 93.1, [ ---------------- | +++++++++ ] ********************************************************************************************* data=heart-h measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 1, 2, 1, 1 cnn, 1, 2, 1, 1 psc, 1, 0, 3, -3 knn, 1, 0, 3, -3 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 1, 2, 1, 1 cnn, 1, 2, 1, 1 psc, 1, 0, 3, -3 knn, 1, 0, 3, -3 measure= pf #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 knn, 1, 3, 0, 3 mcs, 1, 1, 2, -1 cnn, 1, 1, 2, -1 cliff, 0, 0, 4, -4 measure= pd knn 18.8, 29.4, 35.3, 48.0, 65.4, [ ------ | +++++++++ ] psc 8.7, 22.7, 36.4, 48.6, 93.3, [ -------- | +++++++++++++++++++++++ ] mcs 23.5, 43.5, 57.1, 68.0, 86.7, [ ---------- | ++++++++++ ] cnn 13.3, 38.6, 58.8, 75.6, 94.7, [ ------------- | ++++++++++ ] cliff 44.0, 68.2, 82.4, 90.0, 100.0, [ ------------- | ++++++] measure= prec psc 8.3, 22.6, 35.7, 52.8, 87.5, [ -------- | ++++++++++++++++++ ] knn 14.3, 24.2, 38.1, 55.6, 67.6, [ ----- | +++++++ ] mcs 13.8, 45.2, 57.1, 70.4, 90.0, [ ---------------- | ++++++++++ ] cnn 8.7, 47.4, 59.1, 69.6, 96.9, [ -------------------- | ++++++++++++++ ] cliff 65.0, 76.1, 80.0, 87.9, 100.0, [ ------ | +++++++ ] measure= pf cliff 0.0, 9.1, 17.4, 29.4, 56.0, [---- | ++++++++++++++ ] cnn 5.3, 24.2, 40.5, 57.1, 86.7, [ ---------- | +++++++++++++++ ] mcs 13.3, 31.2, 42.5, 52.9, 76.5, [ --------- | ++++++++++++ ] psc 6.7, 45.7, 63.2, 75.0, 91.3, [ -------------------- | +++++++++ ] knn 34.6, 51.4, 63.6, 69.4, 81.2, [ --------- | ++++++ ] ********************************************************************************************* data=hepatitis measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 cnn, 2, 1, 1, 0 mcs, 3, 0, 1, -1 knn, 3, 0, 1, -1 psc, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 cnn, 2, 1, 1, 0 mcs, 3, 0, 1, -1 knn, 3, 0, 1, -1 psc, 2, 0, 2, -2 measure= pf #key, ties, win, loss, win-loss psc, 2, 2, 0, 2 mcs, 3, 1, 0, 1 knn, 3, 1, 0, 1 cnn, 2, 1, 1, 0 cliff, 0, 0, 4, -4 measure= pd psc 7.4, 27.3, 44.4, 57.1, 100.0, [ ---------- | ++++++++++++++++++++++ ] mcs 20.0, 44.0, 50.0, 57.1, 100.0, [ ------------- | ++++++++++++++++++++++ ] knn 0.0, 39.1, 53.8, 63.6, 88.9, [------------------- | +++++++++++++ ] cnn 0.0, 40.0, 62.5, 75.0, 100.0, [-------------------- | +++++++++++++ ] cliff 0.0, 64.3, 75.0, 85.7, 100.0, [-------------------------------- | ++++++++ ] measure= prec psc 8.7, 17.4, 35.7, 75.0, 100.0, [ ----- | +++++++++++++ ] mcs 5.9, 21.1, 38.5, 80.0, 100.0, [ -------- | +++++++++++] knn 0.0, 21.1, 53.3, 81.8, 94.4, [---------- | +++++++ ] cnn 0.0, 25.0, 61.5, 84.0, 100.0, [------------ | +++++++++] cliff 0.0, 37.5, 81.8, 91.3, 100.0, [------------------ | +++++ ] measure= pf cliff 0.0, 13.6, 25.0, 33.3, 100.0, [------ | ++++++++++++++++++++++++++++++++++ ] cnn 0.0, 25.0, 33.3, 57.1, 100.0, [------------ | ++++++++++++++++++++++ ] knn 11.1, 33.3, 45.8, 60.0, 100.0, [ ------------ | +++++++++++++++++++++] mcs 0.0, 40.0, 50.0, 55.6, 80.0, [-------------------- | +++++++++++++ ] psc 0.0, 34.6, 50.0, 70.8, 92.6, [----------------- | +++++++++++ ] ********************************************************************************************* data=iris measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 1, 2, 1, 1 cnn, 1, 2, 1, 1 psc, 1, 0, 3, -3 knn, 1, 0, 3, -3 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 1, 2, 1, 1 cnn, 1, 2, 1, 1 psc, 1, 0, 3, -3 knn, 1, 0, 3, -3 measure= pf #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 knn, 1, 3, 0, 3 mcs, 1, 1, 2, -1 cnn, 1, 1, 2, -1 cliff, 0, 0, 4, -4 measure= pd knn 0.0, 0.0, 12.5, 28.6, 71.4, [ | ++++++++++++++++++++++ ] psc 0.0, 0.0, 12.5, 33.3, 90.0, [ | +++++++++++++++++++++++++++++ ] mcs 0.0, 16.7, 41.7, 63.6, 100.0, [-------- | +++++++++++++++++++ ] cnn 0.0, 28.6, 50.0, 77.8, 100.0, [-------------- | ++++++++++++ ] cliff 75.0, 90.0, 100.0, 100.0, 100.0, [ -------- |] measure= prec knn 0.0, 0.0, 14.3, 33.3, 100.0, [ | ++++++++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 16.7, 33.3, 100.0, [ | ++++++++++++++++++++++++++++++++++ ] mcs 0.0, 25.0, 44.4, 66.7, 100.0, [------------ | +++++++++++++++++ ] cnn 0.0, 27.8, 54.5, 77.8, 100.0, [------------- | ++++++++++++ ] cliff 80.0, 90.0, 100.0, 100.0, 100.0, [ ------ |] measure= pf cliff 0.0, 0.0, 0.0, 5.0, 11.8, [ ++++ ] cnn 0.0, 5.9, 20.0, 34.8, 78.3, [-- | ++++++++++++++++++++++ ] mcs 0.0, 10.5, 23.8, 40.0, 80.0, [----- | +++++++++++++++++++++ ] psc 0.0, 19.0, 38.1, 52.9, 85.7, [--------- | +++++++++++++++++ ] knn 0.0, 20.0, 42.1, 55.6, 86.7, [---------- | ++++++++++++++++ ] ********************************************************************************************* data=labor measure= pd #key, ties, win, loss, win-loss cliff, 3, 1, 0, 1 mcs, 4, 0, 0, 0 knn, 4, 0, 0, 0 cnn, 4, 0, 0, 0 psc, 3, 0, 1, -1 measure= prec #key, ties, win, loss, win-loss cliff, 3, 1, 0, 1 mcs, 4, 0, 0, 0 knn, 4, 0, 0, 0 cnn, 4, 0, 0, 0 psc, 3, 0, 1, -1 measure= pf #key, ties, win, loss, win-loss psc, 3, 1, 0, 1 mcs, 4, 0, 0, 0 knn, 4, 0, 0, 0 cnn, 4, 0, 0, 0 cliff, 3, 0, 1, -1 measure= pd mcs 0.0, 50.0, 62.5, 83.3, 100.0, [------------------------- | +++++++++ ] cnn 33.3, 50.0, 66.7, 83.3, 100.0, [ --------- | +++++++++ ] knn 20.0, 50.0, 66.7, 80.0, 100.0, [ ---------------- | +++++++++++] psc 0.0, 40.0, 66.7, 75.0, 100.0, [-------------------- | +++++++++++++ ] cliff 20.0, 60.0, 75.0, 88.9, 100.0, [ --------------------- | ++++++ ] measure= prec psc 0.0, 40.0, 60.0, 80.0, 100.0, [-------------------- | +++++++++++] knn 20.0, 50.0, 66.7, 83.3, 100.0, [ ---------------- | +++++++++ ] mcs 0.0, 42.9, 66.7, 83.3, 100.0, [--------------------- | +++++++++ ] cnn 25.0, 50.0, 71.4, 83.3, 100.0, [ ------------- | +++++++++ ] cliff 28.6, 60.0, 80.0, 90.0, 100.0, [ ---------------- | ++++++] measure= pf cliff 0.0, 0.0, 25.0, 37.5, 80.0, [ | ++++++++++++++++++++++ ] knn 0.0, 16.7, 28.6, 50.0, 80.0, [-------- | ++++++++++++++++ ] cnn 0.0, 11.1, 33.3, 40.0, 66.7, [----- | ++++++++++++++ ] mcs 0.0, 12.5, 33.3, 50.0, 100.0, [------ | ++++++++++++++++++++++++++] psc 0.0, 20.0, 33.3, 57.1, 100.0, [---------- | ++++++++++++++++++++++ ] ********************************************************************************************* data=lymph measure= pd #key, ties, win, loss, win-loss cliff, 1, 3, 0, 3 knn, 3, 1, 0, 1 mcs, 3, 0, 1, -1 cnn, 3, 0, 1, -1 psc, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss cliff, 2, 2, 0, 2 knn, 4, 0, 0, 0 cnn, 4, 0, 0, 0 psc, 3, 0, 1, -1 mcs, 3, 0, 1, -1 measure= pf #key, ties, win, loss, win-loss psc, 0, 4, 0, 4 mcs, 2, 1, 1, 0 knn, 2, 1, 1, 0 cnn, 2, 1, 1, 0 cliff, 0, 0, 4, -4 measure= pd psc 0.0, 0.0, 28.6, 46.7, 100.0, [ | +++++++++++++++++++++++++++ ] mcs 0.0, 0.0, 38.5, 57.1, 100.0, [ | ++++++++++++++++++++++ ] cnn 0.0, 0.0, 43.8, 62.5, 100.0, [ | +++++++++++++++++++ ] knn 0.0, 0.0, 50.0, 63.2, 100.0, [ | +++++++++++++++++++ ] cliff 0.0, 0.0, 58.8, 82.4, 100.0, [ | +++++++++ ] measure= prec psc 0.0, 0.0, 25.0, 55.6, 100.0, [ | +++++++++++++++++++++++ ] mcs 0.0, 0.0, 28.6, 70.0, 90.0, [ | +++++++++++ ] knn 0.0, 0.0, 33.3, 75.0, 100.0, [ | +++++++++++++ ] cnn 0.0, 0.0, 44.4, 75.0, 100.0, [ | +++++++++++++ ] cliff 0.0, 0.0, 62.5, 84.6, 100.0, [ | ++++++++ ] measure= pf cliff 0.0, 0.0, 7.1, 20.0, 73.3, [ | +++++++++++++++++++++++++++ ] cnn 0.0, 7.7, 14.3, 21.4, 42.9, [--- | +++++++++++ ] knn 0.0, 6.7, 15.4, 21.4, 58.3, [--- | +++++++++++++++++++ ] mcs 0.0, 10.3, 17.9, 23.5, 62.5, [----- | ++++++++++++++++++++ ] psc 0.0, 12.5, 21.7, 33.3, 58.8, [------ | +++++++++++++ ] ********************************************************************************************* data=vote measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 cnn, 0, 3, 1, 2 mcs, 1, 1, 2, -1 knn, 1, 1, 2, -1 psc, 0, 0, 4, -4 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 cnn, 0, 3, 1, 2 mcs, 1, 1, 2, -1 knn, 1, 1, 2, -1 psc, 0, 0, 4, -4 measure= pf #key, ties, win, loss, win-loss psc, 0, 4, 0, 4 mcs, 1, 2, 1, 1 knn, 1, 2, 1, 1 cnn, 0, 1, 3, -2 cliff, 0, 0, 4, -4 measure= pd psc 6.8, 14.5, 23.6, 29.4, 64.3, [ ---- | ++++++++++++++++++ ] mcs 20.8, 38.6, 48.1, 57.1, 88.2, [ --------- | ++++++++++++++++ ] knn 34.4, 46.3, 54.1, 59.3, 75.5, [ ------ | +++++++++ ] cnn 40.9, 71.9, 80.8, 86.0, 96.9, [ ---------------- | ++++++ ] cliff 76.5, 82.7, 90.3, 96.3, 100.0, [ ---- | ++ ] measure= prec psc 5.9, 13.9, 23.8, 34.0, 70.6, [ ----- | +++++++++++++++++++ ] knn 27.3, 41.0, 50.9, 64.6, 78.8, [ ------- | ++++++++ ] mcs 12.2, 36.8, 50.9, 60.5, 87.5, [ ------------- | ++++++++++++++ ] cnn 42.9, 65.9, 75.7, 85.7, 97.7, [ ------------ | +++++++ ] cliff 61.1, 78.0, 90.5, 97.6, 100.0, [ --------- | ++ ] measure= pf cliff 0.0, 3.1, 9.3, 17.0, 23.5, [- | ++++ ] cnn 3.1, 12.5, 18.9, 27.3, 59.1, [----- | ++++++++++++++++ ] knn 24.5, 40.0, 45.1, 52.5, 65.6, [ -------- | +++++++ ] mcs 11.8, 41.5, 51.3, 61.1, 79.2, [ --------------- | ++++++++++ ] psc 35.7, 67.9, 76.2, 84.6, 93.2, [ ----------------- | +++++ ] ********************************************************************************************* data=spectra3 measure= pd #key, ties, win, loss, win-loss mcs, 1, 3, 0, 3 cliff, 1, 3, 0, 3 cnn, 0, 2, 2, 0 psc, 1, 0, 3, -3 knn, 1, 0, 3, -3 measure= prec #key, ties, win, loss, win-loss mcs, 1, 3, 0, 3 cliff, 1, 3, 0, 3 cnn, 0, 2, 2, 0 psc, 1, 0, 3, -3 knn, 1, 0, 3, -3 measure= pf #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 knn, 1, 3, 0, 3 cnn, 0, 2, 2, 0 mcs, 1, 0, 3, -3 cliff, 1, 0, 3, -3 measure= pd knn 0.0, 0.0, 0.0, 0.0, 12.5, [++++++ ] psc 0.0, 0.0, 0.0, 0.0, 100.0, [++++++++++++++++++++++++++++++++++++++++++++++++++] cnn 0.0, 5.9, 27.3, 54.5, 100.0, [-- | +++++++++++++++++++++++ ] cliff100.0, 100.0, 100.0, 100.0, 100.0, [ |] mcs 0.0, 33.3, 100.0, 100.0, 100.0, [---------------- |] measure= prec knn 0.0, 0.0, 0.0, 0.0, 100.0, [++++++++++++++++++++++++++++++++++++++++++++++++++] psc 0.0, 0.0, 0.0, 0.0, 100.0, [++++++++++++++++++++++++++++++++++++++++++++++++++] cnn 0.0, 10.3, 25.0, 58.3, 100.0, [----- | +++++++++++++++++++++ ] cliff100.0, 100.0, 100.0, 100.0, 100.0, [ |] mcs 0.0, 45.0, 100.0, 100.0, 100.0, [---------------------- |] measure= pf cliff 0.0, 0.0, 0.0, 0.0, 0.0, [ ] mcs 0.0, 0.0, 0.0, 26.9, 93.5, [ ++++++++++++++++++++++++++++++++++ ] cnn 0.0, 11.1, 23.1, 60.0, 92.9, [----- | +++++++++++++++++ ] knn 0.0, 20.0, 42.9, 83.3, 100.0, [---------- | +++++++++ ] psc 0.0, 19.2, 44.0, 72.0, 100.0, [--------- | +++++++++++++++] ********************************************************************************************* data=spectra5 measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 0, 3, 1, 2 psc, 2, 0, 2, -2 knn, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 0, 3, 1, 2 psc, 2, 0, 2, -2 knn, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= pf #key, ties, win, loss, win-loss psc, 2, 2, 0, 2 knn, 2, 2, 0, 2 cnn, 2, 2, 0, 2 mcs, 0, 1, 3, -2 cliff, 0, 0, 4, -4 measure= pd cnn 0.0, 0.0, 0.0, 0.0, 100.0, [++++++++++++++++++++++++++++++++++++++++++++++++++] knn 0.0, 0.0, 0.0, 11.1, 100.0, [ +++++++++++++++++++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 0.0, 0.0, 100.0, [++++++++++++++++++++++++++++++++++++++++++++++++++] mcs 0.0, 0.0, 33.3, 100.0, 100.0, [ | +] cliff 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] measure= prec cnn 0.0, 0.0, 0.0, 0.0, 100.0, [++++++++++++++++++++++++++++++++++++++++++++++++++] knn 0.0, 0.0, 0.0, 16.7, 100.0, [ ++++++++++++++++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 0.0, 0.0, 100.0, [++++++++++++++++++++++++++++++++++++++++++++++++++] mcs 0.0, 0.0, 57.1, 100.0, 100.0, [ | +] cliff 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] measure= pf cliff 0.0, 0.0, 0.0, 0.0, 0.0, [ ] mcs 0.0, 0.0, 2.9, 17.2, 80.0, [| ++++++++++++++++++++++++++++++++ ] cnn 0.0, 0.0, 8.6, 42.9, 100.0, [ | +++++++++++++++++++++++++++++ ] knn 0.0, 0.0, 12.5, 44.1, 88.6, [ | +++++++++++++++++++++++ ] psc 0.0, 0.0, 12.5, 45.5, 94.1, [ | +++++++++++++++++++++++++ ] ********************************************************************************************* data=spectra10 measure= pd #key, ties, win, loss, win-loss mcs, 1, 3, 0, 3 cliff, 1, 3, 0, 3 psc, 2, 0, 2, -2 knn, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss mcs, 1, 3, 0, 3 cliff, 1, 3, 0, 3 psc, 2, 0, 2, -2 knn, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= pf #key, ties, win, loss, win-loss psc, 2, 2, 0, 2 knn, 2, 2, 0, 2 cnn, 4, 0, 0, 0 mcs, 2, 0, 2, -2 cliff, 2, 0, 2, -2 measure= pd cnn 0.0, 0.0, 0.0, 87.5, 100.0, [ +++++++ ] knn 0.0, 0.0, 0.0, 33.3, 100.0, [ ++++++++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 0.0, 50.0, 100.0, [ ++++++++++++++++++++++++++] cliff 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] mcs 0.0, 50.0, 100.0, 100.0, 100.0, [------------------------- |] measure= prec cnn 0.0, 0.0, 0.0, 25.0, 100.0, [ ++++++++++++++++++++++++++++++++++++++ ] knn 0.0, 0.0, 0.0, 16.7, 100.0, [ ++++++++++++++++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 0.0, 25.0, 100.0, [ ++++++++++++++++++++++++++++++++++++++ ] cliff 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] mcs 0.0, 60.0, 100.0, 100.0, 100.0, [------------------------------ |] measure= pf cliff 0.0, 0.0, 0.0, 0.0, 0.0, [ ] cnn 0.0, 0.0, 0.0, 9.1, 71.0, [ +++++++++++++++++++++++++++++++ ] mcs 0.0, 0.0, 0.0, 0.0, 17.1, [++++++++ ] psc 0.0, 0.0, 3.0, 11.4, 61.1, [| +++++++++++++++++++++++++ ] knn 0.0, 0.0, 4.0, 11.4, 58.3, [ | ++++++++++++++++++++++++ ] ********************************************************************************************* data=spectra20 measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 0, 3, 1, 2 psc, 2, 0, 2, -2 knn, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 0, 3, 1, 2 psc, 2, 0, 2, -2 knn, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= pf #key, ties, win, loss, win-loss psc, 4, 0, 0, 0 mcs, 4, 0, 0, 0 knn, 4, 0, 0, 0 cnn, 4, 0, 0, 0 cliff, 4, 0, 0, 0 measure= pd cnn 0.0, 0.0, 0.0, 66.7, 100.0, [ +++++++++++++++++ ] knn 0.0, 0.0, 0.0, 33.3, 100.0, [ ++++++++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 0.0, 0.0, 100.0, [++++++++++++++++++++++++++++++++++++++++++++++++++] mcs 0.0, 0.0, 33.3, 100.0, 100.0, [ | +] cliff 0.0, 0.0, 100.0, 100.0, 100.0, [ |] measure= prec cnn 0.0, 0.0, 0.0, 36.4, 100.0, [ ++++++++++++++++++++++++++++++++ ] knn 0.0, 0.0, 0.0, 25.0, 100.0, [ ++++++++++++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 0.0, 0.0, 100.0, [++++++++++++++++++++++++++++++++++++++++++++++++++] mcs 0.0, 0.0, 40.0, 100.0, 100.0, [ | +] cliff 0.0, 0.0, 80.0, 100.0, 100.0, [ | +] measure= pf cliff 0.0, 0.0, 0.0, 0.0, 27.0, [+++++++++++++ ] cnn 0.0, 0.0, 0.0, 5.6, 34.3, [ +++++++++++++++ ] knn 0.0, 0.0, 0.0, 5.7, 33.3, [ ++++++++++++++ ] mcs 0.0, 0.0, 0.0, 2.8, 18.2, [++++++++ ] psc 0.0, 0.0, 0.0, 5.6, 41.7, [ +++++++++++++++++++ ] *********************************************************************************************