|
Experiments
IBk classifier: k = 3
=== Error on training data ===
Correctly Classified Instances 29159 89.5519 %
Incorrectly Classified Instances 3402 10.4481 %
Mean absolute error 0.1045
Root mean squared error 0.3232
Relative absolute error 28.5741 %
Root relative squared error 75.5973 %
Total Number of Instances 32561
=== Confusion Matrix ===
a b <-- classified as
5821 2020 | a = >50K
1382 23338 | b = <=50K
=== Error on test data ===
Correctly Classified Instances 13251 81.3893 %
Incorrectly Classified Instances 3030 18.6107 %
Mean absolute error 0.1861
Root mean squared error 0.4314
Relative absolute error 51.2305 %
Root relative squared error 101.5568 %
Total Number of Instances 16281
=== Confusion Matrix ===
a b <-- classified as
2167 1679 | a = >50K
1351 11084 | b = <=50K
|
|
|