Data distribution:
    ham: 87.96% (577 instances)
    spam: 12.04% (79 instances)


Predicted distribution:
    ham: 87.96% (577 instances)
    spam: 12.04% (79 instances)


Field importance:
    1. Message: 100.00%


Rules summary:

ham : (data 87.96% / prediction 87.96%) 
    · 89.77%: Message does not contain callor freeor txtor textor currentlyor costor 50or rateor httpor lostor stationor girls [Confidence: 99.26%]
    · 5.89%: Message contains call  and Message does not contain mobileor claimor landlineor textor freeor privateor messageor 50or bookedor contactor luvor visitor miss [Confidence: 89.85%]
    · 0.69%: Message contains text  and time and Message does not contain callor freeor txt [Confidence: 51.01%]
    · 0.52%: Message contains free  and ü and Message does not contain call [Confidence: 43.85%]
    · 0.52%: Message contains call  and message and Message does not contain mobileor claimor landlineor textor freeor privateor please [Confidence: 20.76; impurity: 0.2222%]
    · 0.35%: Message contains girls  and Message does not contain callor freeor txtor textor currentlyor costor 50or rateor httpor lostor stationor story [Confidence: 34.24%]
    · 0.35%: Message contains text  and phone and Message does not contain callor freeor txtor time [Confidence: 34.24%]
    · 0.17%: Message contains station  and Message does not contain callor freeor txtor textor currentlyor costor 50or rateor httpor lostor news [Confidence: 20.65%]
    · 0.17%: Message contains lost  and thanks and Message does not contain callor freeor txtor textor currentlyor costor 50or rateor http [Confidence: 20.65%]
    · 0.17%: Message contains cost  and month and Message does not contain callor freeor txtor textor currentlyor apply [Confidence: 20.65%]
    · 0.17%: Message contains cost  and apply and Message does not contain callor freeor txtor textor currently [Confidence: 20.65%]
    · 0.17%: Message contains text  and shit and Message does not contain callor freeor txtor timeor phoneor yesor luv [Confidence: 20.65%]
    · 0.17%: Message contains text  and luv and Message does not contain callor freeor txtor timeor phoneor yes [Confidence: 20.65%]
    · 0.17%: Message contains text  and yes and Message does not contain callor freeor txtor timeor phone [Confidence: 20.65%]
    · 0.17%: Message contains txt  and tomorrow and Message does not contain callor free [Confidence: 20.65%]
    · 0.17%: Message contains free  and hav and Message does not contain callor üor ahor oso [Confidence: 20.65%]
    · 0.17%: Message contains free  and oso and Message does not contain callor üor ah [Confidence: 20.65%]
    · 0.17%: Message contains free  and ah and Message does not contain callor ü [Confidence: 20.65%]


spam : (data 12.04% / prediction 12.04%) 
    · 12.66%: Message contains call  and mobile [Confidence: 72.25%]
    · 11.39%: Message contains call  and claim and Message does not contain mobile [Confidence: 70.08%]
    · 7.59%: Message contains text  and Message does not contain callor freeor txtor timeor phoneor yesor luvor shit [Confidence: 60.97%]
    · 7.59%: Message contains txt  and Message does not contain callor freeor tomorrow [Confidence: 60.97%]
    · 7.59%: Message contains free  and txt and Message does not contain callor üor ahor osoor hav [Confidence: 60.97%]
    · 6.33%: Message contains free  and Message does not contain callor üor ahor osoor havor txtor textor send [Confidence: 37.55; impurity: 0.16%]
    · 5.06%: Message contains free  and text and Message does not contain callor üor ahor osoor havor txt [Confidence: 51.01%]
    · 5.06%: Message contains call  and text and Message does not contain mobileor claimor landline [Confidence: 51.01%]
    · 5.06%: Message contains call  and landline and Message does not contain mobileor claim [Confidence: 51.01%]
    · 3.80%: Message contains call  and free and Message does not contain mobileor claimor landlineor text [Confidence: 43.85%]
    · 2.53%: Message contains cost  and Message does not contain callor freeor txtor textor currentlyor applyor month [Confidence: 34.24%]
    · 2.53%: Message contains currently  and Message does not contain callor freeor txtor text [Confidence: 34.24%]
    · 2.53%: Message contains free  and send and Message does not contain callor üor ahor osoor havor txtor text [Confidence: 34.24%]
    · 2.53%: Message contains call  and message and please and Message does not contain mobileor claimor landlineor textor freeor private [Confidence: 34.24%]
    · 2.53%: Message contains call  and private and Message does not contain mobileor claimor landlineor textor free [Confidence: 34.24%]
    · 1.27%: Message contains girls  and story and Message does not contain callor freeor txtor textor currentlyor costor 50or rateor httpor lostor station [Confidence: 20.65%]
    · 1.27%: Message contains station  and news and Message does not contain callor freeor txtor textor currentlyor costor 50or rateor httpor lost [Confidence: 20.65%]
    · 1.27%: Message contains lost  and Message does not contain callor freeor txtor textor currentlyor costor 50or rateor httpor thanks [Confidence: 20.65%]
    · 1.27%: Message contains http  and Message does not contain callor freeor txtor textor currentlyor costor 50or rate [Confidence: 20.65%]
    · 1.27%: Message contains rate  and Message does not contain callor freeor txtor textor currentlyor costor 50 [Confidence: 20.65%]
    · 1.27%: Message contains 50  and Message does not contain callor freeor txtor textor currentlyor cost [Confidence: 20.65%]
    · 1.27%: Message contains call  and miss and Message does not contain mobileor claimor landlineor textor freeor privateor messageor 50or bookedor contactor luvor visit [Confidence: 20.65%]
    · 1.27%: Message contains call  and visit and Message does not contain mobileor claimor landlineor textor freeor privateor messageor 50or bookedor contactor luv [Confidence: 20.65%]
    · 1.27%: Message contains call  and luv and Message does not contain mobileor claimor landlineor textor freeor privateor messageor 50or bookedor contact [Confidence: 20.65%]
    · 1.27%: Message contains call  and contact and Message does not contain mobileor claimor landlineor textor freeor privateor messageor 50or booked [Confidence: 20.65%]
    · 1.27%: Message contains call  and booked and Message does not contain mobileor claimor landlineor textor freeor privateor messageor 50 [Confidence: 20.65%]
    · 1.27%: Message contains call  and 50 and Message does not contain mobileor claimor landlineor textor freeor privateor message [Confidence: 20.65%]
