data=heart-c #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 psc, 3, 0, 1, -1 mcs, 3, 0, 1, -1 knn, 3, 0, 1, -1 cnn, 3, 0, 1, -1 #key, ties, win, loss, win-loss psc, 2, 2, 0, 2 knn, 3, 1, 0, 1 cnn, 3, 1, 0, 1 mcs, 2, 1, 1, 0 cliff, 0, 0, 4, -4 knn 0.0, 0.0, 11.1, 30.0, 87.5, [ | +++++++++++++++++++++++++++++ ] psc 0.0, 0.0, 11.8, 23.1, 88.9, [ | +++++++++++++++++++++++++++++++++ ] cnn 0.0, 0.0, 13.3, 30.0, 79.2, [ | +++++++++++++++++++++++++ ] mcs 0.0, 0.0, 16.7, 28.6, 100.0, [ | ++++++++++++++++++++++++++++++++++++ ] cliff 0.0, 8.3, 20.0, 44.4, 100.0, [---- | ++++++++++++++++++++++++++++ ] cliff 0.0, 7.3, 12.2, 19.6, 46.3, [--- | ++++++++++++++ ] mcs 0.0, 11.5, 17.6, 25.0, 50.0, [----- | +++++++++++++ ] cnn 0.0, 11.7, 18.2, 25.0, 54.2, [----- | +++++++++++++++ ] knn 5.1, 11.5, 18.9, 25.9, 45.8, [ ---- | ++++++++++ ] psc 4.0, 15.5, 20.8, 25.0, 48.1, [ ------ | ++++++++++++ ] data=heart-h #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 0, 3, 1, 2 cnn, 1, 1, 2, -1 knn, 2, 0, 2, -2 psc, 1, 0, 3, -3 #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 knn, 2, 2, 0, 2 cnn, 1, 2, 1, 1 mcs, 0, 1, 3, -2 cliff, 0, 0, 4, -4 knn 17.6, 28.6, 37.5, 53.9, 72.4, [ ------ | ++++++++++ ] psc 9.1, 23.5, 38.9, 50.0, 85.7, [ -------- | ++++++++++++++++++ ] cnn 15.2, 32.1, 40.0, 61.3, 77.8, [ --------- | +++++++++ ] mcs 29.7, 35.5, 51.9, 65.6, 82.1, [ --- | +++++++++ ] cliff 8.3, 52.0, 66.0, 77.3, 91.7, [ ---------------------- | ++++++++ ] cliff 4.9, 20.0, 30.3, 45.0, 94.7, [ -------- | +++++++++++++++++++++++++ ] mcs 25.0, 36.4, 47.4, 55.0, 70.6, [ ------ | ++++++++ ] cnn 12.5, 42.4, 56.0, 66.7, 76.0, [ --------------- | +++++ ] knn 35.0, 48.0, 59.5, 65.4, 80.6, [ ------- | ++++++++ ] psc 8.3, 56.4, 64.0, 68.4, 91.2, [ ------------------------- | ++++++++++++ ] data=iris #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 cnn, 0, 3, 1, 2 knn, 0, 2, 2, 0 psc, 1, 0, 3, -3 mcs, 1, 0, 3, -3 #key, ties, win, loss, win-loss psc, 1, 3, 0, 3 mcs, 1, 3, 0, 3 knn, 0, 2, 2, 0 cnn, 0, 1, 3, -2 cliff, 0, 0, 4, -4 mcs 0.0, 27.8, 38.5, 50.0, 100.0, [------------- | ++++++++++++++++++++++++++] psc 0.0, 27.3, 40.0, 58.3, 100.0, [------------- | +++++++++++++++++++++ ] knn 16.7, 44.4, 57.1, 66.7, 100.0, [ -------------- | +++++++++++++++++ ] cnn 28.6, 57.1, 71.4, 85.7, 100.0, [ --------------- | ++++++++ ] cliff 0.0, 50.0, 90.9, 100.0, 100.0, [------------------------- | +] cliff 0.0, 0.0, 0.0, 10.0, 100.0, [ ++++++++++++++++++++++++++++++++++++++++++++++] cnn 0.0, 5.6, 11.8, 21.7, 47.4, [-- | +++++++++++++ ] knn 0.0, 12.5, 20.0, 30.0, 50.0, [------ | +++++++++++ ] psc 0.0, 17.6, 26.7, 36.4, 68.8, [-------- | +++++++++++++++++ ] mcs 0.0, 20.0, 27.8, 40.0, 68.4, [---------- | +++++++++++++++ ] data=mam #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 psc, 1, 2, 1, 1 mcs, 1, 2, 1, 1 cnn, 0, 1, 3, -2 knn, 0, 0, 4, -4 #key, ties, win, loss, win-loss knn, 0, 4, 0, 4 cnn, 0, 3, 1, 2 psc, 1, 1, 2, -1 mcs, 1, 1, 2, -1 cliff, 0, 0, 4, -4 knn 21.1, 31.9, 35.3, 40.5, 56.9, [ ------ | +++++++++ ] cnn 24.4, 36.8, 41.7, 50.0, 64.4, [ ------- | ++++++++ ] psc 35.1, 45.2, 48.3, 54.5, 66.0, [ ------ | ++++++ ] mcs 38.9, 45.2, 51.1, 55.3, 64.4, [ ---- | +++++ ] cliff 23.8, 56.1, 61.5, 67.9, 80.0, [ ----------------- | +++++++ ] cliff 4.2, 21.3, 37.2, 46.7, 85.3, [ --------- | ++++++++++++++++++++ ] mcs 34.0, 42.2, 47.6, 54.2, 64.3, [ ----- | ++++++ ] psc 22.7, 39.5, 50.0, 58.1, 73.9, [ --------- | ++++++++ ] cnn 17.6, 44.7, 58.3, 65.8, 84.9, [ -------------- | ++++++++++ ] knn 43.1, 56.4, 61.5, 70.2, 79.0, [ ------- | +++++ ]