|
Initial Experiments
IBk classifier: k = 9
=== Error on training data ===
Correctly Classified Instances 433 86.4271 %
Incorrectly Classified Instances 68 13.5729 %
Mean absolute error 0.1357
Root mean squared error 0.3684
Relative absolute error 38.7849 %
Root relative squared error 88.1489 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
59 54 | a = >50K
14 374 | b = <=50K
=== Error on test data ===
Correctly Classified Instances 413 82.4351 %
Incorrectly Classified Instances 88 17.5649 %
Mean absolute error 0.1756
Root mean squared error 0.4191
Relative absolute error 49.727 %
Root relative squared error 99.3508 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
50 66 | a = >50K
22 363 | b = <=50K
|
|
|