data=heart-c #key, ties, win, loss, win-loss cliff, 2, 2, 0, 2 mcs, 4, 0, 0, 0 cnn, 4, 0, 0, 0 psc, 3, 0, 1, -1 knn, 3, 0, 1, -1 #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 knn 0.0, 0.0, 11.8, 30.0, 100.0, [ | ++++++++++++++++++++++++++++++++++++] cnn 0.0, 0.0, 13.3, 33.3, 86.7, [ | +++++++++++++++++++++++++++ ] psc 0.0, 5.3, 13.3, 25.0, 100.0, [-- | ++++++++++++++++++++++++++++++++++++++ ] mcs 0.0, 0.0, 18.2, 31.2, 85.0, [ | +++++++++++++++++++++++++++ ] cliff 0.0, 0.0, 21.4, 50.0, 100.0, [ | ++++++++++++++++++++++++++] cliff 0.0, 5.8, 10.0, 19.6, 40.0, [-- | +++++++++++ ] cnn 1.7, 9.3, 16.1, 24.1, 54.5, [--- | ++++++++++++++++ ] knn 0.0, 10.9, 16.4, 25.0, 47.8, [----- | ++++++++++++ ] mcs 0.0, 10.5, 16.4, 25.0, 44.0, [----- | ++++++++++ ] psc 0.0, 12.3, 19.3, 26.7, 47.9, [------ | +++++++++++ ] data=heart-h #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 cnn, 1, 2, 1, 1 mcs, 2, 1, 1, 0 knn, 1, 1, 2, -1 psc, 0, 0, 4, -4 #key, ties, win, loss, win-loss psc, 0, 4, 0, 4 knn, 0, 3, 1, 2 mcs, 1, 1, 2, -1 cnn, 1, 1, 2, -1 cliff, 0, 0, 4, -4 psc 8.3, 25.0, 39.4, 52.2, 83.3, [ --------- | ++++++++++++++++ ] knn 20.0, 30.3, 48.1, 60.0, 84.2, [ ------ | +++++++++++++ ] mcs 25.0, 39.4, 52.8, 69.7, 82.2, [ -------- | +++++++ ] cnn 22.2, 40.0, 57.1, 69.7, 86.0, [ --------- | +++++++++ ] cliff 57.9, 75.0, 80.4, 85.4, 94.3, [ --------- | +++++ ] cliff 2.8, 10.0, 18.2, 31.6, 50.0, [---- | ++++++++++ ] cnn 15.2, 31.6, 45.0, 55.3, 76.5, [ --------- | +++++++++++ ] mcs 21.3, 36.8, 46.1, 51.2, 68.4, [ -------- | +++++++++ ] knn 17.6, 44.7, 51.9, 59.4, 75.0, [ -------------- | ++++++++ ] psc 15.8, 45.8, 57.1, 73.5, 90.6, [ ---------------- | +++++++++ ] 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, 28.6, 42.9, 55.6, 100.0, [-------------- | +++++++++++++++++++++++ ] psc 0.0, 30.0, 45.5, 57.1, 100.0, [--------------- | ++++++++++++++++++++++ ] knn 22.2, 57.1, 66.7, 80.0, 100.0, [ ------------------ | +++++++++++] cnn 41.7, 62.5, 75.0, 88.9, 100.0, [ ----------- | ++++++ ] cliff 0.0, 70.0, 93.3, 100.0, 100.0, [----------------------------------- | +] cliff 0.0, 0.0, 0.0, 9.5, 63.2, [ +++++++++++++++++++++++++++ ] cnn 0.0, 4.5, 10.5, 17.6, 50.0, [-- | +++++++++++++++++ ] knn 0.0, 8.3, 14.3, 25.0, 50.0, [---- | +++++++++++++ ] mcs 0.0, 17.4, 25.0, 36.8, 73.7, [-------- | +++++++++++++++++++ ] psc 0.0, 14.3, 26.3, 39.1, 66.7, [------- | ++++++++++++++ ] data=mam #key, ties, win, loss, win-loss cliff, 0, 4, 0, 4 mcs, 0, 3, 1, 2 psc, 1, 1, 2, -1 cnn, 1, 1, 2, -1 knn, 0, 0, 4, -4 #key, ties, win, loss, win-loss knn, 0, 4, 0, 4 cnn, 1, 2, 1, 1 psc, 2, 1, 1, 0 mcs, 1, 1, 2, -1 cliff, 0, 0, 4, -4 knn 23.5, 32.5, 39.0, 41.9, 51.1, [ ----- |+++++ ] cnn 30.4, 37.5, 47.4, 53.3, 64.7, [ ---- | ++++++ ] psc 17.6, 44.2, 47.9, 53.9, 69.6, [ -------------- | ++++++++ ] mcs 37.1, 46.3, 53.9, 57.8, 66.7, [ ----- | +++++ ] cliff 54.2, 61.4, 67.2, 71.0, 83.9, [ ---- | +++++++ ] cliff 5.9, 20.8, 30.9, 47.6, 69.4, [ -------- | +++++++++++ ] mcs 27.3, 40.9, 45.8, 52.1, 68.3, [ ------- | +++++++++ ] psc 25.0, 42.0, 48.9, 56.0, 91.7, [ --------- | ++++++++++++++++++ ] cnn 22.9, 45.6, 52.8, 59.6, 85.1, [ ------------ | +++++++++++++ ] knn 39.5, 55.1, 61.7, 66.7, 81.8, [ -------- | ++++++++ ]