Retreatment Predictions in Odontology by means of CBR Systems

Table 4

Mann-Whitney and paired -test for the significance of the differences. The upper diagonal contains the Mann-Whitney test. The values greater than 0.05 indicate that the file classifier has an AUC bigger than the row classifier. The lower diagonal contains the -test; the values greater than 0.05 indicate that the row classifier has an AUC greater than the column classifier.

	NaiveBayes	AdaBoostM1	Bagging	DecisionStump	J48	IBk	JRip	LMT	Logistic	LogitBoost	OneR	SMO	CBR system
NaiveBayes		0.05	0.01	0.00	0.00	0.00	0.00	0.05	0.00	0.18	0.00	0.00	0.96
AdaBoostM1	0.06		0.12	0.00	0.00	0.01	0.00	0.63	0.00	0.74	0.00	0.00	0.99
Bagging	0.01	0.08		0.00	0.01	0.18	0.00	0.94	0.00	0.94	0.00	0.02	1.00
DecisionStump	0.00	0.00	0.00		1.00	1.00	0.98	1.00	0.98	1.00	0.70	1.00	1.00
J48	0.00	0.00	0.01	1.00		0.94	0.03	1.00	0.04	1.00	0.00	0.60	1.00
IBk	0.00	0.00	0.16	1.00	0.95		0.00	1.00	0.00	1.00	0.00	0.06	1.00
JRip	0.00	0.00	0.00	0.95	0.03	0.00		1.00	0.46	1.00	0.03	1.00	1.00
LMT	0.09	0.58	0.94	1.00	1.00	1.00	1.00		0.00	0.57	0.00	0.00	0.99
Logistic	0.00	0.00	0.00	0.98	0.04	0.00	0.60	0.00		1.00	0.05	1.00	1.00
LogitBoost	0.17	0.70	0.96	1.00	1.00	1.00	1.00	0.64	1.00		0.00	0.00	0.98
OneR	0.00	0.00	0.00	0.69	0.00	0.00	0.08	0.00	0.04	0.00		1.00	1.00
SMO	0.00	0.00	0.01	1.00	0.69	0.04	0.99	0.00	0.99	0.00	1.00		1.00
CBR system	0.91	1.00	1.00	1.00	1.00	1.00	1.00	1.00	1.00	0.98	1.00	1.00