data=breastcancer measure= pd #key, ties, win, loss, win-loss knn, 3, 1, 0, 1 cnn, 3, 1, 0, 1 mcs, 4, 0, 0, 0 cliff, 4, 0, 0, 0 psc, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss knn, 2, 2, 0, 2 cliff, 2, 2, 0, 2 cnn, 3, 1, 0, 1 mcs, 2, 0, 2, -2 psc, 1, 0, 3, -3 measure= pf #key, ties, win, loss, win-loss psc, 2, 2, 0, 2 mcs, 4, 0, 0, 0 cliff, 4, 0, 0, 0 knn, 3, 0, 1, -1 cnn, 3, 0, 1, -1 measure= pd psc 22.2, 39.5, 50.0, 60.0, 93.8, [ --------- | +++++++++++++++++ ] mcs 21.1, 45.0, 52.9, 62.5, 78.4, [ ------------ | ++++++++ ] cliff 15.0, 37.5, 58.3, 86.4, 93.3, [ ------------ | ++++ ] knn 10.5, 40.9, 62.5, 79.4, 95.1, [ ---------------- | ++++++++ ] cnn 5.3, 41.7, 63.2, 76.7, 89.2, [ ------------------- | +++++++ ] measure= prec psc 18.6, 29.6, 48.0, 71.4, 95.0, [ ------ | ++++++++++++ ] mcs 16.7, 33.3, 52.4, 73.7, 85.7, [ --------- | +++++++ ] cnn 7.7, 45.5, 63.6, 77.3, 93.0, [ ------------------- | ++++++++ ] cliff 23.1, 50.0, 66.0, 77.1, 89.1, [ -------------- | +++++++ ] knn 18.2, 46.7, 66.7, 76.5, 87.8, [ --------------- | ++++++ ] measure= pf cnn 10.8, 21.6, 35.0, 56.5, 94.7, [ ------ | ++++++++++++++++++++ ] knn 4.9, 20.0, 35.1, 58.3, 89.5, [ -------- | ++++++++++++++++ ] cliff 6.7, 12.5, 35.5, 60.0, 85.0, [ --- | +++++++++++++ ] mcs 21.6, 35.0, 46.7, 52.6, 78.9, [ ------- | ++++++++++++++ ] psc 6.2, 35.1, 48.8, 57.1, 77.8, [ --------------- | +++++++++++ ] ********************************************************************************************* data=ecoli measure= pd #key, ties, win, loss, win-loss knn, 1, 3, 0, 3 cliff, 1, 3, 0, 3 psc, 2, 0, 2, -2 mcs, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss knn, 1, 3, 0, 3 cliff, 1, 3, 0, 3 psc, 2, 0, 2, -2 mcs, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= pf #key, ties, win, loss, win-loss psc, 2, 2, 0, 2 mcs, 3, 1, 0, 1 cnn, 3, 1, 0, 1 cliff, 3, 0, 1, -1 knn, 1, 0, 3, -3 measure= pd psc 0.0, 0.0, 20.0, 66.7, 100.0, [ | +++++++++++++++++ ] cnn 0.0, 0.0, 33.3, 73.1, 100.0, [ | ++++++++++++++ ] mcs 0.0, 0.0, 33.3, 70.0, 100.0, [ | ++++++++++++++++] cliff 0.0, 0.0, 57.1, 90.0, 100.0, [ | ++++++] knn 0.0, 0.0, 62.5, 89.3, 100.0, [ | ++++++ ] measure= prec psc 0.0, 0.0, 26.9, 57.1, 100.0, [ | ++++++++++++++++++++++ ] mcs 0.0, 0.0, 31.2, 76.9, 100.0, [ | ++++++++++++ ] cnn 0.0, 0.0, 37.5, 77.8, 100.0, [ | ++++++++++++ ] knn 0.0, 0.0, 66.7, 90.9, 100.0, [ | +++++ ] cliff 0.0, 0.0, 75.0, 93.5, 100.0, [ | ++++ ] measure= pf knn 0.0, 0.0, 1.6, 4.9, 15.0, [ ++++++ ] mcs 0.0, 0.0, 1.6, 11.1, 45.6, [ ++++++++++++++++++ ] cliff 0.0, 0.0, 1.7, 5.6, 13.6, [ +++++ ] cnn 0.0, 0.0, 1.7, 8.3, 48.3, [ +++++++++++++++++++++ ] psc 0.0, 0.0, 3.0, 12.0, 58.2, [| ++++++++++++++++++++++++ ] ********************************************************************************************* data=glass measure= pd #key, ties, win, loss, win-loss knn, 1, 3, 0, 3 cliff, 1, 3, 0, 3 psc, 2, 0, 2, -2 mcs, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss knn, 1, 3, 0, 3 cliff, 1, 3, 0, 3 mcs, 1, 1, 2, -1 cnn, 1, 1, 2, -1 psc, 0, 0, 4, -4 measure= pf #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 mcs, 2, 2, 0, 2 cnn, 3, 0, 1, -1 knn, 2, 0, 2, -2 cliff, 2, 0, 2, -2 measure= pd psc 0.0, 7.7, 35.7, 85.7, 100.0, [--- | ++++++++ ] cnn 0.0, 27.3, 50.0, 80.0, 100.0, [------------- | +++++++++++] mcs 0.0, 25.0, 50.0, 71.4, 100.0, [------------ | +++++++++++++++ ] cliff 0.0, 43.8, 60.0, 85.7, 100.0, [--------------------- | ++++++++ ] knn 0.0, 40.0, 66.7, 88.2, 100.0, [-------------------- | ++++++ ] measure= prec psc 0.0, 10.0, 33.3, 57.9, 100.0, [----- | ++++++++++++++++++++++ ] mcs 0.0, 21.4, 50.0, 100.0, 100.0, [---------- | +] cnn 0.0, 21.4, 52.9, 91.7, 100.0, [---------- | +++++ ] knn 0.0, 40.0, 71.4, 100.0, 100.0, [-------------------- | +] cliff 0.0, 40.0, 83.3, 100.0, 100.0, [-------------------- | +] measure= pf cliff 0.0, 0.0, 2.6, 7.5, 53.8, [| ++++++++++++++++++++++++ ] knn 0.0, 0.0, 2.6, 13.3, 64.0, [| ++++++++++++++++++++++++++ ] cnn 0.0, 0.0, 4.0, 15.2, 63.0, [ | ++++++++++++++++++++++++ ] mcs 0.0, 0.0, 5.0, 23.3, 51.2, [ | ++++++++++++++ ] psc 0.0, 2.4, 8.8, 24.1, 50.0, [- | +++++++++++++ ] ********************************************************************************************* data=heart-c measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 knn, 1, 2, 1, 1 cnn, 1, 2, 1, 1 psc, 1, 0, 3, -3 mcs, 1, 0, 3, -3 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 knn, 1, 2, 1, 1 cnn, 1, 2, 1, 1 psc, 1, 0, 3, -3 mcs, 1, 0, 3, -3 measure= pf #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 mcs, 1, 3, 0, 3 knn, 1, 1, 2, -1 cnn, 1, 1, 2, -1 cliff, 0, 0, 4, -4 measure= pd psc 22.9, 33.3, 50.0, 64.3, 80.0, [ ------ | ++++++++ ] mcs 30.3, 45.5, 54.1, 65.7, 84.8, [ -------- | ++++++++++ ] cnn 48.0, 68.2, 74.2, 78.8, 95.7, [ ----------- | +++++++++ ] knn 60.0, 71.4, 76.7, 81.6, 93.9, [ ------ | +++++++ ] cliff 58.3, 69.2, 82.6, 91.3, 97.4, [ ------ | ++++ ] measure= prec psc 24.1, 43.2, 50.0, 58.8, 76.9, [ ---------- | ++++++++++ ] mcs 35.7, 45.8, 53.3, 64.3, 80.0, [ ------ | ++++++++ ] cnn 51.5, 68.4, 75.0, 81.1, 96.0, [ --------- | ++++++++ ] knn 56.2, 71.0, 75.0, 82.8, 93.1, [ -------- | ++++++ ] cliff 63.6, 77.5, 83.3, 88.9, 96.0, [ ------- | ++++ ] measure= pf cliff 2.6, 7.9, 17.2, 28.6, 41.7, [--- | +++++++ ] knn 6.1, 17.2, 23.1, 27.6, 40.0, [ ------ | +++++++ ] cnn 4.3, 20.5, 25.7, 31.0, 52.0, [ --------- | +++++++++++ ] mcs 15.2, 32.1, 43.8, 54.3, 69.7, [ --------- | ++++++++ ] psc 20.0, 34.5, 50.0, 65.2, 77.1, [ -------- | ++++++ ] ********************************************************************************************* data=heart-h measure= pd #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 knn, 1, 2, 1, 1 cnn, 1, 2, 1, 1 mcs, 0, 1, 3, -2 psc, 0, 0, 4, -4 measure= prec #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 knn, 1, 2, 1, 1 cnn, 1, 2, 1, 1 mcs, 0, 1, 3, -2 psc, 0, 0, 4, -4 measure= pf #key, ties, win, loss, win-loss psc, 0, 4, 0, 4 mcs, 0, 3, 1, 2 knn, 1, 1, 2, -1 cnn, 1, 1, 2, -1 cliff, 0, 0, 4, -4 measure= pd psc 16.7, 29.4, 41.2, 60.0, 88.0, [ ------- | +++++++++++++++ ] mcs 24.4, 43.2, 61.1, 73.9, 90.0, [ ---------- | +++++++++ ] cnn 18.5, 60.0, 69.2, 82.4, 94.1, [ --------------------- | ++++++ ] knn 50.0, 61.1, 75.0, 81.8, 91.9, [ ------ | ++++++ ] cliff 50.0, 69.0, 83.3, 90.0, 100.0, [ ---------- | ++++++] measure= prec psc 8.8, 30.6, 42.3, 60.0, 88.6, [ ----------- | +++++++++++++++ ] mcs 29.4, 43.2, 64.9, 75.0, 91.7, [ ------- | +++++++++ ] knn 40.0, 64.1, 73.2, 83.3, 94.3, [ ------------- | ++++++ ] cnn 40.7, 62.5, 73.7, 78.9, 91.4, [ ----------- | +++++++ ] cliff 50.0, 78.9, 82.5, 87.0, 100.0, [ --------------- | +++++++ ] measure= pf cliff 0.0, 9.4, 15.2, 29.4, 50.0, [---- | +++++++++++ ] knn 8.1, 16.7, 24.4, 35.9, 50.0, [ ----- | ++++++++ ] cnn 5.9, 16.2, 28.6, 38.9, 81.5, [ ------ | ++++++++++++++++++++++ ] mcs 10.0, 25.0, 36.6, 54.1, 75.6, [ -------- | +++++++++++ ] psc 12.0, 40.0, 54.5, 68.4, 83.3, [ --------------- | ++++++++ ] ********************************************************************************************* data=hepatitis measure= pd #key, ties, win, loss, win-loss knn, 2, 2, 0, 2 cnn, 2, 2, 0, 2 cliff, 2, 2, 0, 2 psc, 1, 0, 3, -3 mcs, 1, 0, 3, -3 measure= prec #key, ties, win, loss, win-loss knn, 2, 2, 0, 2 cnn, 2, 2, 0, 2 cliff, 2, 2, 0, 2 psc, 1, 0, 3, -3 mcs, 1, 0, 3, -3 measure= pf #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 mcs, 1, 3, 0, 3 knn, 2, 0, 2, -2 cnn, 2, 0, 2, -2 cliff, 2, 0, 2, -2 measure= pd psc 0.0, 50.0, 60.9, 73.9, 100.0, [------------------------- | ++++++++++++++ ] mcs 16.7, 51.9, 63.6, 70.4, 100.0, [ ------------------ | +++++++++++++++ ] cnn 20.0, 62.5, 77.8, 87.5, 100.0, [ ---------------------- | +++++++ ] cliff 37.5, 70.0, 81.8, 88.0, 100.0, [ ----------------- | +++++++] knn 20.0, 60.0, 83.3, 88.9, 100.0, [ --------------------- | ++++++ ] measure= prec psc 0.0, 26.7, 66.7, 83.3, 100.0, [------------- | +++++++++ ] mcs 8.3, 27.3, 68.8, 88.2, 100.0, [ ---------- | ++++++ ] cnn 20.0, 50.0, 71.4, 90.9, 100.0, [ ---------------- | +++++ ] cliff 28.6, 50.0, 77.8, 91.3, 100.0, [ ----------- | +++++ ] knn 25.0, 50.0, 82.6, 88.0, 100.0, [ ------------- | +++++++] measure= pf knn 0.0, 8.0, 16.7, 37.5, 80.0, [---- | ++++++++++++++++++++++ ] cliff 0.0, 11.5, 17.4, 24.0, 62.5, [----- | ++++++++++++++++++++ ] cnn 0.0, 12.0, 21.7, 34.6, 80.0, [------ | +++++++++++++++++++++++ ] mcs 0.0, 25.0, 34.6, 46.4, 83.3, [------------ | +++++++++++++++++++ ] psc 0.0, 25.0, 38.5, 50.0, 100.0, [------------ | ++++++++++++++++++++++++++] ********************************************************************************************* data=iris measure= pd #key, ties, win, loss, win-loss knn, 1, 3, 0, 3 cliff, 1, 3, 0, 3 psc, 2, 0, 2, -2 mcs, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss cliff, 1, 3, 0, 3 knn, 2, 2, 0, 2 psc, 3, 0, 1, -1 mcs, 2, 0, 2, -2 cnn, 2, 0, 2, -2 measure= pf #key, ties, win, loss, win-loss mcs, 2, 2, 0, 2 cnn, 2, 2, 0, 2 psc, 3, 1, 0, 1 knn, 2, 0, 2, -2 cliff, 1, 0, 3, -3 measure= pd cnn 0.0, 66.7, 90.9, 100.0, 100.0, [--------------------------------- | +] mcs 12.5, 78.6, 90.9, 100.0, 100.0, [ ---------------------------------- | +] psc 25.0, 77.8, 90.9, 100.0, 100.0, [ --------------------------- | +] cliff 78.6, 90.0, 100.0, 100.0, 100.0, [ ------ |] knn 71.4, 87.5, 100.0, 100.0, 100.0, [ --------- |] measure= prec cnn 0.0, 66.7, 88.9, 100.0, 100.0, [--------------------------------- | +] mcs 16.7, 75.0, 90.0, 100.0, 100.0, [ ------------------------------ | +] psc 35.7, 75.0, 92.3, 100.0, 100.0, [ -------------------- | +] cliff 62.5, 90.0, 100.0, 100.0, 100.0, [ -------------- |] knn 62.5, 87.5, 100.0, 100.0, 100.0, [ ------------- |] measure= pf cliff 0.0, 0.0, 0.0, 4.8, 12.5, [ ++++ ] knn 0.0, 0.0, 0.0, 5.9, 13.6, [ ++++ ] cnn 0.0, 0.0, 4.3, 13.3, 57.9, [ | +++++++++++++++++++++++ ] psc 0.0, 0.0, 4.3, 11.1, 37.5, [ | ++++++++++++++ ] mcs 0.0, 0.0, 4.5, 10.5, 33.3, [ | ++++++++++++ ] ********************************************************************************************* data=labor measure= pd #key, ties, win, loss, win-loss knn, 2, 2, 0, 2 psc, 3, 1, 0, 1 mcs, 4, 0, 0, 0 cnn, 3, 0, 1, -1 cliff, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss knn, 2, 2, 0, 2 psc, 4, 0, 0, 0 mcs, 4, 0, 0, 0 cnn, 3, 0, 1, -1 cliff, 3, 0, 1, -1 measure= pf #key, ties, win, loss, win-loss cliff, 2, 2, 0, 2 cnn, 3, 1, 0, 1 mcs, 4, 0, 0, 0 psc, 3, 0, 1, -1 knn, 2, 0, 2, -2 measure= pd cliff 0.0, 66.7, 88.9, 100.0, 100.0, [--------------------------------- | +] cnn 62.5, 80.0, 90.9, 100.0, 100.0, [ --------- | +] knn 77.8, 90.9, 100.0, 100.0, 100.0, [ ------- |] mcs 25.0, 75.0, 100.0, 100.0, 100.0, [ -------------------------- |] psc 55.6, 83.3, 100.0, 100.0, 100.0, [ -------------- |] measure= prec cnn 33.3, 75.0, 85.7, 100.0, 100.0, [ --------------------- | +] cliff 0.0, 70.0, 88.9, 100.0, 100.0, [----------------------------------- | +] knn 50.0, 85.7, 100.0, 100.0, 100.0, [ ------------------ |] mcs 50.0, 80.0, 100.0, 100.0, 100.0, [ ---------------- |] psc 42.9, 83.3, 100.0, 100.0, 100.0, [ --------------------- |] measure= pf cnn 0.0, 0.0, 0.0, 20.0, 37.5, [ +++++++++ ] knn 0.0, 0.0, 0.0, 0.0, 22.2, [+++++++++++ ] mcs 0.0, 0.0, 0.0, 16.7, 75.0, [ ++++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 0.0, 14.3, 44.4, [ ++++++++++++++++ ] cliff 0.0, 0.0, 11.1, 33.3, 100.0, [ | ++++++++++++++++++++++++++++++++++ ] ********************************************************************************************* data=lymph measure= pd #key, ties, win, loss, win-loss cliff, 2, 2, 0, 2 knn, 3, 1, 0, 1 mcs, 4, 0, 0, 0 psc, 3, 0, 1, -1 cnn, 2, 0, 2, -2 measure= prec #key, ties, win, loss, win-loss knn, 2, 2, 0, 2 mcs, 4, 0, 0, 0 cliff, 4, 0, 0, 0 psc, 3, 0, 1, -1 cnn, 3, 0, 1, -1 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 psc 0.0, 0.0, 58.8, 91.7, 100.0, [ | +++++ ] cnn 0.0, 0.0, 66.7, 82.4, 100.0, [ | +++++++++ ] mcs 0.0, 0.0, 68.8, 88.9, 100.0, [ | ++++++ ] cliff 0.0, 36.4, 76.9, 100.0, 100.0, [------------------ | +] knn 0.0, 0.0, 78.6, 100.0, 100.0, [ | +] measure= prec psc 0.0, 0.0, 63.6, 83.3, 100.0, [ | +++++++++ ] cnn 0.0, 0.0, 66.7, 80.0, 100.0, [ | +++++++++++] cliff 0.0, 20.0, 70.0, 92.9, 100.0, [---------- | ++++ ] mcs 0.0, 0.0, 70.6, 87.5, 100.0, [ | +++++++ ] knn 0.0, 0.0, 78.9, 94.4, 100.0, [ | +++ ] measure= pf cnn 0.0, 0.0, 0.0, 27.8, 46.2, [ ++++++++++ ] knn 0.0, 0.0, 0.0, 16.7, 38.5, [ +++++++++++ ] mcs 0.0, 0.0, 0.0, 25.0, 53.8, [ +++++++++++++++ ] psc 0.0, 0.0, 3.4, 35.3, 84.6, [| +++++++++++++++++++++++++ ] cliff 0.0, 0.0, 6.7, 12.5, 41.7, [ | +++++++++++++++ ] ********************************************************************************************* data=vote measure= pd #key, ties, win, loss, win-loss knn, 1, 3, 0, 3 cliff, 2, 2, 0, 2 cnn, 1, 2, 1, 1 psc, 1, 0, 3, -3 mcs, 1, 0, 3, -3 measure= prec #key, ties, win, loss, win-loss knn, 1, 3, 0, 3 cliff, 2, 2, 0, 2 cnn, 1, 2, 1, 1 psc, 1, 0, 3, -3 mcs, 1, 0, 3, -3 measure= pf #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 mcs, 1, 3, 0, 3 cnn, 1, 1, 2, -1 cliff, 2, 0, 2, -2 knn, 1, 0, 3, -3 measure= pd mcs 40.0, 60.6, 70.4, 77.1, 96.6, [ ----------- | ++++++++++ ] psc 35.5, 58.6, 72.2, 85.2, 97.4, [ ------------ | +++++++ ] cnn 76.5, 85.7, 88.9, 91.7, 96.8, [ ----- |+++ ] cliff 75.5, 84.3, 89.8, 96.6, 100.0, [ ----- | ++ ] knn 82.4, 89.2, 92.1, 94.1, 100.0, [ ---- |+++ ] measure= prec psc 46.7, 64.3, 71.4, 83.0, 96.8, [ --------- | +++++++ ] mcs 42.1, 58.3, 72.9, 78.8, 98.0, [ --------- | ++++++++++ ] cliff 66.7, 78.6, 88.1, 97.4, 100.0, [ ------ | ++ ] cnn 69.0, 83.8, 88.2, 93.9, 98.0, [ -------- | +++ ] knn 77.8, 87.5, 92.2, 95.3, 100.0, [ ----- |+++ ] measure= pf knn 0.0, 5.6, 7.7, 10.2, 17.6, [--| ++++ ] cliff 0.0, 3.2, 9.8, 15.5, 24.5, [- | +++++ ] cnn 3.2, 6.9, 11.1, 13.8, 23.5, [-- |+++++ ] psc 2.6, 13.8, 27.0, 39.4, 64.5, [------ | +++++++++++++ ] mcs 3.4, 18.4, 29.3, 39.2, 60.0, [-------- | +++++++++++ ] ********************************************************************************************* data=spectra3 measure= pd #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= prec #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= 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 cliff100.0, 100.0, 100.0, 100.0, 100.0, [ |] cnn100.0, 100.0, 100.0, 100.0, 100.0, [ |] knn100.0, 100.0, 100.0, 100.0, 100.0, [ |] mcs100.0, 100.0, 100.0, 100.0, 100.0, [ |] psc100.0, 100.0, 100.0, 100.0, 100.0, [ |] measure= prec cliff100.0, 100.0, 100.0, 100.0, 100.0, [ |] cnn100.0, 100.0, 100.0, 100.0, 100.0, [ |] knn100.0, 100.0, 100.0, 100.0, 100.0, [ |] mcs100.0, 100.0, 100.0, 100.0, 100.0, [ |] psc100.0, 100.0, 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, 0.0, 0.0, [ ] knn 0.0, 0.0, 0.0, 0.0, 0.0, [ ] mcs 0.0, 0.0, 0.0, 0.0, 0.0, [ ] psc 0.0, 0.0, 0.0, 0.0, 0.0, [ ] ********************************************************************************************* data=spectra5 measure= pd #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= prec #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= 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 cliff 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] cnn 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] knn 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] mcs 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] psc 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] measure= prec cliff 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] cnn 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] knn 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] mcs 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] psc 0.0, 100.0, 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, 0.0, 0.0, [ ] knn 0.0, 0.0, 0.0, 0.0, 0.0, [ ] mcs 0.0, 0.0, 0.0, 0.0, 0.0, [ ] psc 0.0, 0.0, 0.0, 0.0, 0.0, [ ] ********************************************************************************************* data=spectra10 measure= pd #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= prec #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= 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 cliff 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] cnn 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] knn 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] mcs 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] psc 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] measure= prec cliff 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] cnn 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] knn 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] mcs 0.0, 100.0, 100.0, 100.0, 100.0, [-------------------------------------------------|] psc 0.0, 100.0, 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, 0.0, 0.0, [ ] knn 0.0, 0.0, 0.0, 0.0, 0.0, [ ] mcs 0.0, 0.0, 0.0, 0.0, 0.0, [ ] psc 0.0, 0.0, 0.0, 0.0, 0.0, [ ] ********************************************************************************************* data=spectra20 measure= pd #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= prec #key, ties, win, loss, win-loss mcs, 3, 1, 0, 1 knn, 3, 1, 0, 1 psc, 4, 0, 0, 0 cliff, 4, 0, 0, 0 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 cliff 0.0, 0.0, 100.0, 100.0, 100.0, [ |] cnn 0.0, 0.0, 100.0, 100.0, 100.0, [ |] knn 0.0, 0.0, 100.0, 100.0, 100.0, [ |] mcs 0.0, 0.0, 100.0, 100.0, 100.0, [ |] psc 0.0, 0.0, 100.0, 100.0, 100.0, [ |] measure= prec cnn 0.0, 0.0, 75.0, 100.0, 100.0, [ | +] cliff 0.0, 0.0, 100.0, 100.0, 100.0, [ |] knn 0.0, 0.0, 100.0, 100.0, 100.0, [ |] mcs 0.0, 0.0, 100.0, 100.0, 100.0, [ |] psc 0.0, 0.0, 100.0, 100.0, 100.0, [ |] measure= pf cliff 0.0, 0.0, 0.0, 0.0, 10.8, [+++++ ] cnn 0.0, 0.0, 0.0, 0.0, 13.5, [++++++ ] knn 0.0, 0.0, 0.0, 0.0, 11.1, [+++++ ] mcs 0.0, 0.0, 0.0, 0.0, 8.3, [++++ ] psc 0.0, 0.0, 0.0, 0.0, 13.5, [++++++ ] *********************************************************************************************