------------------------------------
Accuracy results for all classifiers
------------------------------------
~~* hepatitis.arff *~~
oner -- 60.0, 75.0, 86.7, 93.3, 100.0, [ -------- | ++++ ]
nb -- 62.5, 80.0, 86.7, 93.3, 100.0, [ --------- | ++++ ]
bnet -- 66.7, 80.0, 86.7, 93.3, 100.0, [ ------- | ++++ ]
j48 -- 60.0, 75.0, 81.2, 87.5, 100.0, [ -------- | +++++++ ]
density -- 60.0, 75.0, 81.2, 87.5, 100.0, [ -------- | +++++++ ]
zeror -- 60.0, 73.3, 80.0, 87.5, 100.0, [ ------- | +++++++ ]
ridor -- 53.3, 73.3, 80.0, 87.5, 100.0, [ ----------- | +++++++ ]
~~* sick.arff *~~
j48 -- 95.8, 97.3, 97.9, 98.4, 99.5, [ -|+ ]
ridor -- 95.2, 96.8, 97.6, 98.1, 99.2, [ -|+ ]
bnet -- 95.8, 97.1, 97.6, 98.1, 98.9, [ -|+ ]
nb -- 95.5, 96.8, 97.4, 97.9, 99.5, [ -| ]
oner -- 94.7, 96.0, 96.7, 97.3, 98.7, [ -| ]
zeror -- 91.0, 92.8, 93.6, 94.7, 97.1, [ -|++ ]
density -- 86.1, 90.7, 91.8, 92.6, 96.3, [ --|++ ]
~~* ionosphere.arff *~~
density -- 80.0, 88.6, 94.3, 94.3, 100.0, [ ----- |++ ]
ridor -- 80.0, 85.7, 91.4, 94.3, 100.0, [ --- | +++ ]
nb -- 80.0, 85.7, 91.4, 94.3, 100.0, [ --- | +++ ]
j48 -- 77.1, 85.7, 91.4, 94.3, 100.0, [ ----- | +++ ]
bnet -- 80.0, 88.6, 91.4, 94.3, 100.0, [ -----| +++ ]
oner -- 68.6, 82.9, 88.6, 91.4, 97.1, [ -------- |+++ ]
zeror -- 42.9, 57.1, 62.9, 68.6, 80.0, [ -------- | ++++++ ]
~~* vehicle.arff *~~
bnet -- 65.9, 78.6, 88.2, 95.2, 100.0, [ ------- | +++ ]
density -- 62.4, 77.4, 87.1, 94.1, 100.0, [ -------- | +++ ]
ridor -- 60.7, 76.5, 86.9, 92.9, 100.0, [ -------- | ++++ ]
j48 -- 64.7, 77.4, 86.9, 94.1, 100.0, [ ------- | +++ ]
nb -- 63.5, 75.0, 81.2, 86.9, 96.4, [ ------ | +++++ ]
oner -- 58.3, 72.9, 77.6, 81.2, 91.7, [ -------- | ++++++ ]
zeror -- 14.1, 29.4, 71.8, 75.3, 85.7, [ -------- | ++++++ ]
~~* splice.arff *~~
nb -- 92.8, 96.2, 97.2, 97.8, 99.4, [ --| ]
bnet -- 92.5, 96.2, 96.9, 97.8, 99.7, [ --| ]
j48 -- 92.8, 95.3, 95.9, 97.1, 99.1, [ -|++ ]
ridor -- 89.3, 93.7, 95.0, 95.9, 98.7, [ ---|+ ]
density -- 71.4, 79.9, 85.3, 87.5, 91.5, [ ----- |+++ ]
zeror -- 46.1, 53.8, 74.6, 77.1, 82.4, [ ---- |+++ ]
oner -- 18.2, 26.3, 47.6, 75.8, 81.8, [ ----- | ++++ ]
~~* segment.arff *~~
bnet -- 93.5, 98.3, 99.6, 100.0, 100.0, [ ---|+]
j48 -- 93.5, 97.8, 99.1, 100.0, 100.0, [ ---|+]
nb -- 90.5, 95.7, 98.3, 100.0, 100.0, [ --- |+]
density -- 92.6, 97.0, 98.3, 100.0, 100.0, [ ---|+]
ridor -- 90.5, 95.7, 97.8, 99.1, 100.0, [ ---|+ ]
oner -- 78.8, 87.4, 89.6, 91.8, 100.0, [ -----|+++++ ]
zeror -- 8.7, 83.1, 84.8, 86.1, 90.0, [ --------------------------------------|++ ]
~~* iris2.arff *~~
nb -- 80.0, 93.3, 100.0, 100.0, 100.0, [ ------- |]
j48 -- 80.0, 93.3, 100.0, 100.0, 100.0, [ ------- |]
density -- 80.0, 93.3, 100.0, 100.0, 100.0, [ ------- |]
bnet -- 80.0, 93.3, 100.0, 100.0, 100.0, [ ------- |]
ridor -- 73.3, 93.3, 93.3, 100.0, 100.0, [ ----------| +]
oner -- 80.0, 93.3, 93.3, 100.0, 100.0, [ ------| +]
zeror -- 0.0, 26.7, 53.3, 66.7, 85.7, [------------- | ++++++++++ ]
~~* colic.arff *~~
ridor -- 59.5, 81.1, 83.8, 86.5, 94.6, [ ----------- | +++++ ]
j48 -- 70.3, 81.1, 83.8, 89.2, 94.6, [ ------| +++ ]
oner -- 67.6, 75.7, 81.1, 86.1, 94.6, [ ----- | +++++ ]
bnet -- 64.9, 78.4, 81.1, 86.5, 94.6, [ ------- | +++++ ]
nb -- 62.2, 75.7, 80.6, 83.8, 91.9, [ ------- |+++++ ]
density -- 62.2, 73.0, 78.4, 83.8, 91.9, [ ------ | +++++ ]
zeror -- 45.9, 59.5, 62.2, 69.4, 83.8, [ ------- | ++++++++ ]
~~* labor.arff *~~
nb -- 60.0, 83.3, 100.0, 100.0, 100.0, [ ------------ |]
j48 -- 40.0, 80.0, 100.0, 100.0, 100.0, [ --------------------- |]
density -- 60.0, 100.0, 100.0, 100.0, 100.0, [ --------------------|]
bnet -- 60.0, 83.3, 100.0, 100.0, 100.0, [ ------------ |]
ridor -- 20.0, 66.7, 80.0, 100.0, 100.0, [ ------------------------ | +]
oner -- 40.0, 66.7, 80.0, 83.3, 100.0, [ -------------- |+++++++++ ]
zeror -- 20.0, 60.0, 66.7, 83.3, 100.0, [ --------------------- | +++++++++ ]
~~* vote.arff *~~
j48 -- 86.4, 93.2, 95.5, 97.7, 100.0, [ ----|++ ]
oner -- 88.6, 93.0, 95.3, 97.7, 100.0, [ ---|++ ]
ridor -- 81.8, 90.9, 93.2, 97.7, 100.0, [ ----- | ++ ]
bnet -- 81.8, 90.7, 93.0, 95.3, 100.0, [ ----- |+++ ]
density -- 77.3, 88.4, 90.7, 93.0, 97.7, [ ------ |+++ ]
nb -- 77.3, 86.0, 88.6, 93.0, 97.7, [ ----- | +++ ]
zeror -- 45.5, 55.8, 60.5, 65.1, 75.0, [ ------ | +++++ ]
~~* sonar.arff *~~
nb -- 61.9, 81.0, 85.7, 90.5, 100.0, [ ---------- | +++++ ]
density -- 61.9, 80.0, 85.7, 90.0, 95.2, [ ---------- | +++ ]
bnet -- 57.1, 76.2, 85.0, 90.0, 100.0, [ ---------- | ++++++]
j48 -- 57.1, 75.0, 80.0, 90.0, 95.2, [ --------- | +++ ]
ridor -- 57.1, 71.4, 76.2, 85.0, 95.2, [ -------- | ++++++ ]
oner -- 47.6, 66.7, 76.2, 81.0, 95.0, [ ---------- | ++++++++ ]
zeror -- 28.6, 47.6, 55.0, 60.0, 76.2, [ ---------- | +++++++++ ]
~~* diabetes.arff *~~
nb -- 66.2, 73.7, 76.6, 79.2, 89.5, [ ---- |++++++ ]
bnet -- 67.1, 74.0, 76.6, 81.6, 89.6, [ ---- | +++++ ]
j48 -- 66.2, 73.7, 75.3, 79.2, 88.3, [ ----| +++++ ]
ridor -- 62.3, 71.4, 75.0, 77.6, 88.3, [ ----- |++++++ ]
oner -- 59.7, 71.1, 73.7, 76.6, 88.3, [ ------ | ++++++ ]
density -- 63.6, 70.1, 73.7, 75.3, 88.2, [ ---- |+++++++ ]
zeror -- 45.5, 62.3, 64.5, 68.4, 77.6, [ --------- | +++++ ]
~~* lymph.arff *~~
nb -- 66.7, 85.7, 100.0, 100.0, 100.0, [ ---------- |]
density -- 60.0, 86.7, 100.0, 100.0, 100.0, [ -------------- |]
bnet -- 64.3, 86.7, 100.0, 100.0, 100.0, [ ------------ |]
ridor -- 20.0, 80.0, 93.3, 100.0, 100.0, [ ------------------------------- | +]
oner -- 57.1, 80.0, 92.9, 100.0, 100.0, [ ------------ | +]
j48 -- 40.0, 80.0, 92.9, 100.0, 100.0, [ --------------------- | +]
zeror -- 26.7, 57.1, 85.7, 100.0, 100.0, [ ---------------- | +]
~~* soybean.arff *~~
ridor -- 85.3, 98.5, 100.0, 100.0, 100.0, [ ------- |]
nb -- 89.7, 100.0, 100.0, 100.0, 100.0, [ ------|]
j48 -- 88.2, 98.5, 100.0, 100.0, 100.0, [ ------|]
density -- 86.8, 100.0, 100.0, 100.0, 100.0, [ -------|]
bnet -- 89.7, 100.0, 100.0, 100.0, 100.0, [ ------|]
zeror -- 2.9, 92.6, 97.1, 98.5, 100.0, [--------------------------------------------- |+ ]
oner -- 45.6, 92.6, 97.1, 98.5, 100.0, [ ------------------------ |+ ]
~~* primary-tumor.arff *~~
zeror -- 9.4, 93.8, 100.0, 100.0, 100.0, [ ------------------------------------------- |]
ridor -- 55.2, 92.9, 100.0, 100.0, 100.0, [ ------------------- |]
oner -- 6.7, 93.5, 100.0, 100.0, 100.0, [ -------------------------------------------- |]
nb -- 60.7, 93.3, 100.0, 100.0, 100.0, [ ----------------- |]
j48 -- 45.5, 93.1, 100.0, 100.0, 100.0, [ ------------------------ |]
density -- 53.6, 93.1, 100.0, 100.0, 100.0, [ -------------------- |]
bnet -- 59.3, 93.3, 100.0, 100.0, 100.0, [ ------------------ |]
~~* anneal.arff *~~
ridor -- 94.4, 98.9, 100.0, 100.0, 100.0, [ ---|]
j48 -- 96.7, 98.9, 100.0, 100.0, 100.0, [ --|]
density -- 91.1, 98.9, 100.0, 100.0, 100.0, [ ---- |]
bnet -- 95.5, 98.9, 100.0, 100.0, 100.0, [ -- |]
nb -- 91.1, 96.7, 98.9, 100.0, 100.0, [ --- |+]
oner -- 73.3, 87.8, 95.6, 100.0, 100.0, [ -------- | +]
zeror -- 64.4, 86.7, 93.3, 97.8, 100.0, [ ------------ | ++ ]
~~* audiology.arff *~~
zeror -- 17.4, 95.5, 100.0, 100.0, 100.0, [ ---------------------------------------- |]
ridor -- 59.1, 95.7, 100.0, 100.0, 100.0, [ ------------------- |]
oner -- 39.1, 95.5, 100.0, 100.0, 100.0, [ ----------------------------- |]
nb -- 65.2, 95.7, 100.0, 100.0, 100.0, [ ---------------- |]
j48 -- 73.9, 95.7, 100.0, 100.0, 100.0, [ ----------- |]
density -- 69.6, 95.7, 100.0, 100.0, 100.0, [ -------------- |]
bnet -- 73.9, 95.7, 100.0, 100.0, 100.0, [ ----------- |]
~~* autos.arff *~~
density -- 75.0, 90.5, 95.2, 100.0, 100.0, [ -------- | +]
bnet -- 61.9, 90.5, 95.2, 100.0, 100.0, [ --------------- | +]
j48 -- 55.0, 90.0, 95.0, 100.0, 100.0, [ ------------------ | +]
nb -- 55.0, 81.0, 90.5, 95.2, 100.0, [ -------------- | +++ ]
ridor -- 55.0, 80.0, 85.7, 95.0, 100.0, [ ------------- | +++ ]
oner -- 40.0, 75.0, 85.7, 95.2, 100.0, [ ------------------ | +++ ]
zeror -- 5.0, 61.9, 85.0, 95.0, 100.0, [ ----------------------------- | +++ ]
~~* breast-cancer.arff *~~
density -- 50.0, 72.4, 96.6, 100.0, 100.0, [ ------------ | +]
zeror -- 50.0, 71.4, 89.7, 100.0, 100.0, [ ----------- | +]
nb -- 55.2, 72.4, 89.7, 100.0, 100.0, [ --------- | +]
j48 -- 48.3, 75.9, 89.7, 100.0, 100.0, [ -------------- | +]
bnet -- 48.3, 71.4, 89.7, 100.0, 100.0, [ ------------ | +]
ridor -- 51.7, 75.0, 89.3, 100.0, 100.0, [ ------------ | +]
oner -- 48.3, 67.9, 82.1, 100.0, 100.0, [ ---------- | +]
------------------------------------
Accuracy results for all classifiers
------------------------------------
~~* ar3.arff *~~
nb -- 66.7, 83.3, 100.0, 100.0, 100.0, [ --------- |]
density -- 66.7, 100.0, 100.0, 100.0, 100.0, [ -----------------|]
zeror -- 50.0, 83.3, 85.7, 100.0, 100.0, [ -----------------| +]
ridor -- 57.1, 83.3, 85.7, 100.0, 100.0, [ --------------| +]
oner -- 57.1, 83.3, 85.7, 100.0, 100.0, [ --------------| +]
j48 -- 57.1, 83.3, 85.7, 100.0, 100.0, [ --------------| +]
bnet -- 57.1, 83.3, 83.3, 100.0, 100.0, [ -------------| +]
~~* ar4.arff *~~
nb -- 60.0, 81.8, 90.0, 90.9, 100.0, [ ----------- |++++ ]
bnet -- 60.0, 80.0, 90.0, 90.9, 100.0, [ ----------- |++++ ]
zeror -- 54.5, 72.7, 81.8, 90.0, 100.0, [ ---------- | ++++++]
ridor -- 54.5, 80.0, 81.8, 90.9, 100.0, [ -------------| +++++ ]
oner -- 45.5, 72.7, 81.8, 90.0, 100.0, [ -------------- | ++++++]
j48 -- 54.5, 72.7, 81.8, 90.0, 100.0, [ ---------- | ++++++]
density -- 54.5, 72.7, 81.8, 90.0, 100.0, [ ---------- | ++++++]
~~* ar5.arff *~~
ridor -- 0.0, 75.0, 100.0, 100.0, 100.0, [------------------------------------- |]
oner -- 33.3, 100.0, 100.0, 100.0, 100.0, [ ----------------------------------|]
nb -- 33.3, 75.0, 100.0, 100.0, 100.0, [ --------------------- |]
j48 -- 33.3, 100.0, 100.0, 100.0, 100.0, [ ----------------------------------|]
density -- 33.3, 75.0, 100.0, 100.0, 100.0, [ --------------------- |]
bnet -- 33.3, 75.0, 100.0, 100.0, 100.0, [ --------------------- |]
zeror -- 25.0, 66.7, 75.0, 100.0, 100.0, [ --------------------- | +]
~~* shared_CM1.arff *~~
zeror -- 78.0, 87.8, 90.0, 93.9, 98.0, [ ----- |+++ ]
ridor -- 78.0, 87.8, 90.0, 93.9, 98.0, [ ----- |+++ ]
oner -- 78.0, 87.8, 90.0, 93.9, 98.0, [ ----- |+++ ]
j48 -- 78.0, 87.8, 90.0, 93.9, 98.0, [ ----- |+++ ]
bnet -- 71.4, 80.0, 85.7, 90.0, 96.0, [ ----- | ++++ ]
density -- 49.0, 63.3, 68.0, 70.0, 85.7, [ -------- |++++++++ ]
nb -- 44.9, 62.0, 67.3, 72.0, 83.7, [ --------- | ++++++ ]
~~* shared_KC1.arff *~~
ridor -- 77.7, 83.9, 85.2, 86.5, 89.6, [ ----|++ ]
oner -- 80.1, 83.9, 85.2, 86.7, 91.5, [ --|+++ ]
j48 -- 79.6, 83.4, 84.8, 86.7, 91.5, [ -- |+++ ]
zeror -- 76.8, 82.9, 84.4, 85.8, 89.6, [ ----|+ ]
bnet -- 77.3, 81.9, 83.3, 85.2, 89.6, [ ---|+++ ]
nb -- 66.4, 70.6, 72.9, 74.4, 80.1, [ ---|+++ ]
density -- 63.5, 68.7, 70.6, 72.5, 79.1, [ --- |++++ ]
~~* shared_KC2.arff *~~
ridor -- 71.2, 80.8, 83.0, 88.5, 94.2, [ ----- | +++ ]
oner -- 71.2, 80.8, 82.7, 86.5, 94.2, [ ----- | ++++ ]
j48 -- 73.1, 78.8, 82.7, 86.5, 96.2, [ --- | +++++ ]
bnet -- 69.2, 78.8, 82.7, 86.5, 94.2, [ ----- | ++++ ]
zeror -- 63.5, 75.0, 80.8, 82.7, 90.6, [ ------ |++++ ]
nb -- 67.3, 75.0, 80.8, 82.7, 94.2, [ ---- |++++++ ]
density -- 65.4, 75.0, 78.8, 82.7, 88.5, [ ----- | +++ ]
~~* shared_KC3.arff *~~
zeror -- 80.4, 87.0, 91.1, 93.5, 97.8, [ ---- |+++ ]
ridor -- 80.4, 87.0, 91.1, 93.5, 100.0, [ ---- |++++ ]
j48 -- 80.4, 87.0, 91.1, 93.3, 97.8, [ ---- |+++ ]
oner -- 80.4, 86.7, 89.1, 93.3, 97.8, [ ----| +++ ]
bnet -- 78.3, 86.7, 88.9, 91.1, 97.8, [ -----|++++ ]
nb -- 45.7, 65.2, 68.9, 73.9, 84.4, [ ---------- | ++++++ ]
density -- 45.7, 64.4, 67.4, 71.7, 80.4, [ ---------- | +++++ ]
~~* shared_MC2.arff *~~
ridor -- 50.0, 68.8, 75.0, 81.2, 93.8, [ ---------- | +++++++ ]
oner -- 43.8, 68.8, 75.0, 81.2, 100.0, [ ------------- | ++++++++++ ]
nb -- 43.8, 62.5, 75.0, 81.2, 100.0, [ ---------- | ++++++++++ ]
j48 -- 50.0, 68.8, 75.0, 81.2, 100.0, [ ---------- | ++++++++++ ]
density -- 43.8, 68.8, 75.0, 81.2, 100.0, [ ------------- | ++++++++++ ]
bnet -- 50.0, 68.8, 75.0, 81.2, 100.0, [ ---------- | ++++++++++ ]
zeror -- 43.8, 62.5, 68.8, 75.0, 93.8, [ ---------- | ++++++++++ ]
~~* shared_MW1.arff *~~
ridor -- 85.0, 92.5, 95.0, 97.5, 100.0, [ ---- |++ ]
j48 -- 85.0, 92.5, 95.0, 97.5, 100.0, [ ---- |++ ]
zeror -- 85.0, 90.0, 92.5, 95.0, 100.0, [ --- |+++ ]
oner -- 85.0, 90.0, 92.5, 95.0, 100.0, [ --- |+++ ]
bnet -- 82.9, 90.0, 92.5, 95.0, 100.0, [ ---- |+++ ]
nb -- 70.0, 85.0, 87.5, 90.0, 97.5, [ --------| ++++ ]
density -- 73.2, 82.9, 87.5, 90.0, 95.0, [ ----- | +++ ]
~~* shared_PC1.arff *~~
oner -- 86.5, 91.0, 93.7, 94.6, 98.2, [ ---|++ ]
j48 -- 86.5, 91.9, 93.7, 94.6, 98.2, [ ---|++ ]
ridor -- 87.4, 91.9, 93.6, 94.6, 98.2, [ ---|++ ]
zeror -- 84.7, 91.0, 92.8, 94.5, 97.3, [ ----|++ ]
bnet -- 86.5, 91.0, 92.8, 94.5, 98.2, [ ---|++ ]
nb -- 62.7, 69.4, 72.1, 73.9, 81.1, [ ---- |+++ ]
density -- 61.8, 67.6, 69.4, 73.0, 79.3, [ --- | ++++ ]