==============RULE:1=================
SUP:0.402 ,CONF:0.412,TRAIN_SUP:0.404,TRAIN_CONF:0.414
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
hispanic = no,
}
==============RULE:2=================
SUP:0.402 ,CONF:0.415,TRAIN_SUP:0.404,TRAIN_CONF:0.417
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
hispanic = no,
}
==============RULE:3=================
SUP:0.402 ,CONF:0.537,TRAIN_SUP:0.404,TRAIN_CONF:0.540
{
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
hispanic = no,
}
==============RULE:4=================
SUP:0.402 ,CONF:0.725,TRAIN_SUP:0.404,TRAIN_CONF:0.725
{
hispanic = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:5=================
SUP:0.402 ,CONF:0.957,TRAIN_SUP:0.404,TRAIN_CONF:0.957
{
menopaus = postmenopausal or age>=55,
hispanic = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
==============RULE:6=================
SUP:0.402 ,CONF:0.556,TRAIN_SUP:0.404,TRAIN_CONF:0.559
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
hispanic = no,
}
==============RULE:7=================
SUP:0.402 ,CONF:0.755,TRAIN_SUP:0.404,TRAIN_CONF:0.756
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
hispanic = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:8=================
SUP:0.402 ,CONF:1.000,TRAIN_SUP:0.404,TRAIN_CONF:1.000
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
hispanic = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
==============RULE:9=================
SUP:0.402 ,CONF:0.415,TRAIN_SUP:0.404,TRAIN_CONF:0.417
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
hispanic = no,
}
==============RULE:10=================
SUP:0.402 ,CONF:0.748,TRAIN_SUP:0.404,TRAIN_CONF:0.749
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
hispanic = no,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:11=================
SUP:0.402 ,CONF:0.556,TRAIN_SUP:0.404,TRAIN_CONF:0.559
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
hispanic = no,
}
==============RULE:12=================
SUP:0.402 ,CONF:0.755,TRAIN_SUP:0.404,TRAIN_CONF:0.756
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
hispanic = no,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
}
==============RULE:13=================
SUP:0.402 ,CONF:0.412,TRAIN_SUP:0.404,TRAIN_CONF:0.414
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
race = white,
}
==============RULE:14=================
SUP:0.402 ,CONF:0.415,TRAIN_SUP:0.404,TRAIN_CONF:0.417
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
race = white,
}
==============RULE:15=================
SUP:0.402 ,CONF:0.537,TRAIN_SUP:0.404,TRAIN_CONF:0.541
{
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
race = white,
}
==============RULE:16=================
SUP:0.402 ,CONF:0.719,TRAIN_SUP:0.404,TRAIN_CONF:0.718
{
race = white,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:17=================
SUP:0.402 ,CONF:0.957,TRAIN_SUP:0.404,TRAIN_CONF:0.957
{
menopaus = postmenopausal or age>=55,
race = white,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
==============RULE:18=================
SUP:0.402 ,CONF:0.556,TRAIN_SUP:0.404,TRAIN_CONF:0.560
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
race = white,
}
==============RULE:19=================
SUP:0.402 ,CONF:0.749,TRAIN_SUP:0.404,TRAIN_CONF:0.748
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
race = white,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:20=================
SUP:0.402 ,CONF:1.000,TRAIN_SUP:0.404,TRAIN_CONF:1.000
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
race = white,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
==============RULE:21=================
SUP:0.402 ,CONF:0.415,TRAIN_SUP:0.404,TRAIN_CONF:0.417
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
race = white,
}
==============RULE:22=================
SUP:0.402 ,CONF:0.742,TRAIN_SUP:0.404,TRAIN_CONF:0.741
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
race = white,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:23=================
SUP:0.402 ,CONF:0.556,TRAIN_SUP:0.404,TRAIN_CONF:0.560
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
race = white,
}
==============RULE:24=================
SUP:0.402 ,CONF:0.749,TRAIN_SUP:0.404,TRAIN_CONF:0.748
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
race = white,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
}
==============RULE:25=================
SUP:0.425 ,CONF:0.435,TRAIN_SUP:0.423,TRAIN_CONF:0.433
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Previous breast procedure = no,
}
==============RULE:26=================
SUP:0.425 ,CONF:0.438,TRAIN_SUP:0.423,TRAIN_CONF:0.437
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Previous breast procedure = no,
}
==============RULE:27=================
SUP:0.425 ,CONF:0.568,TRAIN_SUP:0.423,TRAIN_CONF:0.566
{
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Previous breast procedure = no,
}
==============RULE:28=================
SUP:0.425 ,CONF:0.717,TRAIN_SUP:0.423,TRAIN_CONF:0.715
{
Previous breast procedure = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:29=================
SUP:0.425 ,CONF:0.965,TRAIN_SUP:0.423,TRAIN_CONF:0.964
{
menopaus = postmenopausal or age>=55,
Previous breast procedure = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
==============RULE:30=================
SUP:0.425 ,CONF:0.587,TRAIN_SUP:0.423,TRAIN_CONF:0.586
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Previous breast procedure = no,
}
==============RULE:31=================
SUP:0.425 ,CONF:0.742,TRAIN_SUP:0.423,TRAIN_CONF:0.740
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Previous breast procedure = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:32=================
SUP:0.425 ,CONF:1.000,TRAIN_SUP:0.423,TRAIN_CONF:1.000
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Previous breast procedure = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
==============RULE:33=================
SUP:0.425 ,CONF:0.438,TRAIN_SUP:0.423,TRAIN_CONF:0.437
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
Previous breast procedure = no,
}
==============RULE:34=================
SUP:0.425 ,CONF:0.736,TRAIN_SUP:0.423,TRAIN_CONF:0.734
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Previous breast procedure = no,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:35=================
SUP:0.425 ,CONF:0.587,TRAIN_SUP:0.423,TRAIN_CONF:0.586
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Previous breast procedure = no,
}
==============RULE:36=================
SUP:0.425 ,CONF:0.742,TRAIN_SUP:0.423,TRAIN_CONF:0.740
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Previous breast procedure = no,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
}
==============RULE:37=================
SUP:0.433 ,CONF:0.444,TRAIN_SUP:0.435,TRAIN_CONF:0.446
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Number of first degree relatives with breast cancer = zero,
}
==============RULE:38=================
SUP:0.433 ,CONF:0.447,TRAIN_SUP:0.435,TRAIN_CONF:0.449
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Number of first degree relatives with breast cancer = zero,
}
==============RULE:39=================
SUP:0.433 ,CONF:0.579,TRAIN_SUP:0.435,TRAIN_CONF:0.582
{
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Number of first degree relatives with breast cancer = zero,
}
==============RULE:40=================
SUP:0.433 ,CONF:0.725,TRAIN_SUP:0.435,TRAIN_CONF:0.722
{
Number of first degree relatives with breast cancer = zero,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:41=================
SUP:0.433 ,CONF:0.963,TRAIN_SUP:0.435,TRAIN_CONF:0.963
{
menopaus = postmenopausal or age>=55,
Number of first degree relatives with breast cancer = zero,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
==============RULE:42=================
SUP:0.433 ,CONF:0.599,TRAIN_SUP:0.435,TRAIN_CONF:0.602
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Number of first degree relatives with breast cancer = zero,
}
==============RULE:43=================
SUP:0.433 ,CONF:0.751,TRAIN_SUP:0.435,TRAIN_CONF:0.748
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Number of first degree relatives with breast cancer = zero,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:44=================
SUP:0.433 ,CONF:1.000,TRAIN_SUP:0.435,TRAIN_CONF:1.000
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Number of first degree relatives with breast cancer = zero,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
==============RULE:45=================
SUP:0.433 ,CONF:0.447,TRAIN_SUP:0.435,TRAIN_CONF:0.449
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
Number of first degree relatives with breast cancer = zero,
}
==============RULE:46=================
SUP:0.433 ,CONF:0.745,TRAIN_SUP:0.435,TRAIN_CONF:0.742
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Number of first degree relatives with breast cancer = zero,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:47=================
SUP:0.433 ,CONF:0.599,TRAIN_SUP:0.435,TRAIN_CONF:0.602
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Number of first degree relatives with breast cancer = zero,
}
==============RULE:48=================
SUP:0.433 ,CONF:0.751,TRAIN_SUP:0.435,TRAIN_CONF:0.748
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Number of first degree relatives with breast cancer = zero,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
}
==============RULE:49=================
SUP:0.448 ,CONF:0.459,TRAIN_SUP:0.447,TRAIN_CONF:0.458
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Result of last mammogram before the index mammogram = negative,
}
==============RULE:50=================
SUP:0.448 ,CONF:0.462,TRAIN_SUP:0.447,TRAIN_CONF:0.461
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Result of last mammogram before the index mammogram = negative,
}
==============RULE:51=================
SUP:0.448 ,CONF:0.599,TRAIN_SUP:0.447,TRAIN_CONF:0.599
{
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Result of last mammogram before the index mammogram = negative,
}
==============RULE:52=================
SUP:0.448 ,CONF:0.736,TRAIN_SUP:0.447,TRAIN_CONF:0.735
{
Result of last mammogram before the index mammogram = negative,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:53=================
SUP:0.448 ,CONF:0.962,TRAIN_SUP:0.447,TRAIN_CONF:0.962
{
menopaus = postmenopausal or age>=55,
Result of last mammogram before the index mammogram = negative,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
==============RULE:54=================
SUP:0.448 ,CONF:0.619,TRAIN_SUP:0.447,TRAIN_CONF:0.619
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Result of last mammogram before the index mammogram = negative,
}
==============RULE:55=================
SUP:0.448 ,CONF:0.764,TRAIN_SUP:0.447,TRAIN_CONF:0.762
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Result of last mammogram before the index mammogram = negative,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:56=================
SUP:0.448 ,CONF:1.000,TRAIN_SUP:0.447,TRAIN_CONF:1.000
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Result of last mammogram before the index mammogram = negative,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
==============RULE:57=================
SUP:0.448 ,CONF:0.462,TRAIN_SUP:0.447,TRAIN_CONF:0.461
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
Result of last mammogram before the index mammogram = negative,
}
==============RULE:58=================
SUP:0.448 ,CONF:0.757,TRAIN_SUP:0.447,TRAIN_CONF:0.756
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Result of last mammogram before the index mammogram = negative,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:59=================
SUP:0.448 ,CONF:0.619,TRAIN_SUP:0.447,TRAIN_CONF:0.619
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Result of last mammogram before the index mammogram = negative,
}
==============RULE:60=================
SUP:0.448 ,CONF:0.764,TRAIN_SUP:0.447,TRAIN_CONF:0.762
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Result of last mammogram before the index mammogram = negative,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
}
==============RULE:61=================
SUP:0.466 ,CONF:0.477,TRAIN_SUP:0.466,TRAIN_CONF:0.477
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Training data = yes (training),
}
==============RULE:62=================
SUP:0.466 ,CONF:0.481,TRAIN_SUP:0.466,TRAIN_CONF:0.481
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Training data = yes (training),
}
==============RULE:63=================
SUP:0.466 ,CONF:0.623,TRAIN_SUP:0.466,TRAIN_CONF:0.624
{
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Training data = yes (training),
}
==============RULE:64=================
SUP:0.466 ,CONF:0.721,TRAIN_SUP:0.466,TRAIN_CONF:0.721
{
Training data = yes (training),
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:65=================
SUP:0.466 ,CONF:0.962,TRAIN_SUP:0.466,TRAIN_CONF:0.963
{
menopaus = postmenopausal or age>=55,
Training data = yes (training),
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
==============RULE:66=================
SUP:0.466 ,CONF:0.644,TRAIN_SUP:0.466,TRAIN_CONF:0.645
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Training data = yes (training),
}
==============RULE:67=================
SUP:0.466 ,CONF:0.747,TRAIN_SUP:0.466,TRAIN_CONF:0.747
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Training data = yes (training),
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:68=================
SUP:0.466 ,CONF:1.000,TRAIN_SUP:0.466,TRAIN_CONF:1.000
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
Training data = yes (training),
}
IMPLIES ===> 
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
}
==============RULE:69=================
SUP:0.466 ,CONF:0.481,TRAIN_SUP:0.466,TRAIN_CONF:0.481
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
Training data = yes (training),
}
==============RULE:70=================
SUP:0.466 ,CONF:0.741,TRAIN_SUP:0.466,TRAIN_CONF:0.741
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Training data = yes (training),
}
IMPLIES ===> 
{
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
==============RULE:71=================
SUP:0.466 ,CONF:0.644,TRAIN_SUP:0.466,TRAIN_CONF:0.645
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
menopaus = postmenopausal or age>=55,
}
IMPLIES ===> 
{
Training data = yes (training),
}
==============RULE:72=================
SUP:0.466 ,CONF:0.747,TRAIN_SUP:0.466,TRAIN_CONF:0.747
{
Diagnosis of invasive breast cancer within one year of the index screening mammogram = no,
Diagnosis of invasive or ductal carcinoma in situ breast cancer within one year of the index screening mammogram = no,
Training data = yes (training),
}
IMPLIES ===> 
{
menopaus = postmenopausal or age>=55,
}