Verbose output

Conditional mutual information graph:
(row,column) = w : The mutual information between rowth attribute and columnth attribute is w.

-1.0 1.4747013239100102E-4 0.026575218320636036 0.012282749777040016 0.01512236723656344 0.052594477546921814 0.03876185342185803 0.035703980304076274 0.008145880833672976 0.006822588664763601 0.014639561198309989 0.02559126950730345 0.026380679207427243 0.02290106331992158 0.003510161114845046 0.004289204328403951 
1.4747013239100102E-4 -1.0 0.002139770720072409 0.021273271090808087 0.021976027323855896 0.021116313560456526 0.030675916740148766 0.021290908550134144 0.029529622692568546 0.011498531163003062 0.03619356580068453 2.967376750871917E-4 0.04851409545873685 0.013599413302729069 0.01359003326489049 0.0032697605682447967 
0.026575218320636036 0.002139770720072409 -1.0 0.020411039264639906 0.037687196136592216 0.03038288873123955 0.07013104516329709 0.07826966119349173 0.034702142495595764 0.006110743820397686 0.00513959395892034 0.03760643134896152 0.029751677581005248 0.04373510263373338 0.03445154198030691 0.017257024018822384 
0.012282749777040016 0.021273271090808087 0.020411039264639906 -1.0 0.06741665721524595 0.033411130555745586 0.03441750712356402 0.03135149207076859 0.00959970768898566 0.004573339671247224 0.009010409015360613 0.03397862139118003 0.03374292145736907 0.032547427859848786 0.00907664775965275 0.009737511324048587 
0.01512236723656344 0.021976027323855896 0.037687196136592216 0.06741665721524595 -1.0 0.15287007149499013 0.14491603544080114 0.24687092740184866 0.1813299658761383 5.225128889794301E-4 0.01597697811237931 0.06645823931453981 0.10272914780246692 0.12294589439863574 0.041961730169467186 0.006484773141799858 
0.052594477546921814 0.021116313560456526 0.03038288873123955 0.033411130555745586 0.15287007149499013 -1.0 0.11951585250030425 0.1151625863815963 0.11473227875602245 0.01640672670385283 0.020513591611053626 0.08419091166100817 0.10973491483475153 0.1288318161001947 0.04658566098321325 0.005728207217636757 
0.03876185342185803 0.030675916740148766 0.07013104516329709 0.03441750712356402 0.14491603544080114 0.11951585250030425 -1.0 0.19441186269369704 0.15121595318869727 0.0011654447655803308 0.02052094564414679 0.046186500015559906 0.08176273542707285 0.07662101812198018 0.05466555094288991 0.044499498587834904 
0.035703980304076274 0.021290908550134144 0.07826966119349173 0.03135149207076859 0.24687092740184866 0.1151625863815963 0.19441186269369704 -1.0 0.17433774612444247 0.006631704874591202 0.022719846249198643 0.03544781795201417 0.07586961286828689 0.07518838766305475 0.04643440577900758 0.022155220958096154 
0.008145880833672976 0.029529622692568546 0.034702142495595764 0.00959970768898566 0.1813299658761383 0.11473227875602245 0.15121595318869727 0.17433774612444247 -1.0 0.009087450550516636 0.03293635439171667 0.05195346629292284 0.03776946846826153 0.051418018535505615 0.02641611224281449 0.035954274126792245 
0.006822588664763601 0.011498531163003062 0.006110743820397686 0.004573339671247224 5.225128889794301E-4 0.01640672670385283 0.0011654447655803308 0.006631704874591202 0.009087450550516636 -1.0 0.0026241163394237184 0.001567988422880063 0.014487662712984156 0.012846155350679216 0.003233051659919316 0.018718894987560495 
0.014639561198309989 0.03619356580068453 0.00513959395892034 0.009010409015360613 0.01597697811237931 0.020513591611053626 0.02052094564414679 0.022719846249198643 0.03293635439171667 0.0026241163394237184 -1.0 0.013965522655004971 0.008460789592806679 0.014889251049309422 0.0014122816016656908 6.524718088561838E-4 
0.02559126950730345 2.967376750871917E-4 0.03760643134896152 0.03397862139118003 0.06645823931453981 0.08419091166100817 0.046186500015559906 0.03544781795201417 0.05195346629292284 0.001567988422880063 0.013965522655004971 -1.0 0.05793781630044034 0.0619282198585008 0.034252179582426774 0.002441167323535779 
0.026380679207427243 0.04851409545873685 0.029751677581005248 0.03374292145736907 0.10272914780246692 0.10973491483475153 0.08176273542707285 0.07586961286828689 0.03776946846826153 0.014487662712984156 0.008460789592806679 0.05793781630044034 -1.0 0.07604716106477521 0.059188730832299044 0.00624367535509383 
0.02290106331992158 0.013599413302729069 0.04373510263373338 0.032547427859848786 0.12294589439863574 0.1288318161001947 0.07662101812198018 0.07518838766305475 0.051418018535505615 0.012846155350679216 0.014889251049309422 0.0619282198585008 0.07604716106477521 -1.0 0.05666984160911743 0.00780958199147601 
0.003510161114845046 0.01359003326489049 0.03445154198030691 0.00907664775965275 0.041961730169467186 0.04658566098321325 0.05466555094288991 0.04643440577900758 0.02641611224281449 0.003233051659919316 0.0014122816016656908 0.034252179582426774 0.059188730832299044 0.05666984160911743 -1.0 0.007695468140345033 
0.004289204328403951 0.0032697605682447967 0.017257024018822384 0.009737511324048587 0.006484773141799858 0.005728207217636757 0.044499498587834904 0.022155220958096154 0.035954274126792245 0.018718894987560495 6.524718088561838E-4 0.002441167323535779 0.00624367535509383 0.00780958199147601 0.007695468140345033 -1.0 

Maximum Spanning Tree: {(4,3) , (5,11) , (7,6) , (1,10) , (12,1) , (5,4) , (4,7) , (0,5) , (6,15) , (15,9) , (5,13) , (4,8) , (12,14) , (7,2) , (5,12)}

Conditional Probability Tables
CPT of Attribute 0
Pr(0=0 | 16=1) = 0.8187919463087249
Pr(0=0 | 16=0) = 0.4230769230769231
Pr(0=1 | 16=1) = 0.18120805369127516
Pr(0=1 | 16=0) = 0.5769230769230769

CPT of Attribute 1
Pr(1=1 | 12=0,16=0) = 0.35428571428571426
Pr(1=1 | 12=1,16=1) = 0.512396694214876
Pr(1=0 | 12=1,16=0) = 0.3770491803278688
Pr(1=0 | 12=0,16=1) = 0.8333333333333334
Pr(1=1 | 12=1,16=0) = 0.6229508196721312
Pr(1=1 | 12=0,16=1) = 0.16666666666666666
Pr(1=0 | 12=1,16=1) = 0.48760330578512395
Pr(1=0 | 12=0,16=0) = 0.6457142857142857

CPT of Attribute 2
Pr(2=0 | 7=1,16=1) = 0.5238095238095238
Pr(2=0 | 7=0,16=0) = 0.38095238095238093
Pr(2=0 | 7=1,16=0) = 0.07216494845360824
Pr(2=0 | 7=0,16=1) = 0.9230769230769231
Pr(2=1 | 7=1,16=0) = 0.9278350515463918
Pr(2=1 | 7=0,16=1) = 0.07692307692307693
Pr(2=1 | 7=0,16=0) = 0.6190476190476191
Pr(2=1 | 7=1,16=1) = 0.47619047619047616

CPT of Attribute 3
Pr(3=0 | 4=0,16=0) = 0.9844559585492227
Pr(3=1 | 4=0,16=0) = 0.015544041450777202
Pr(3=1 | 4=1,16=1) = 0.9858156028368794
Pr(3=0 | 4=1,16=0) = 0.7906976744186046
Pr(3=0 | 4=0,16=1) = 0.4
Pr(3=0 | 4=1,16=1) = 0.014184397163120567
Pr(3=1 | 4=1,16=0) = 0.20930232558139536
Pr(3=1 | 4=0,16=1) = 0.6

CPT of Attribute 4
Pr(4=1 | 5=1,16=0) = 0.38461538461538464
Pr(4=1 | 5=0,16=1) = 0.6190476190476191
Pr(4=0 | 5=0,16=0) = 0.9772727272727273
Pr(4=0 | 5=1,16=1) = 0.015384615384615385
Pr(4=1 | 5=0,16=0) = 0.022727272727272728
Pr(4=1 | 5=1,16=1) = 0.9846153846153847
Pr(4=0 | 5=1,16=0) = 0.6153846153846154
Pr(4=0 | 5=0,16=1) = 0.38095238095238093

CPT of Attribute 5
Pr(5=0 | 0=0,16=0) = 0.38
Pr(5=1 | 0=1,16=0) = 0.3088235294117647
Pr(5=1 | 0=0,16=1) = 0.8943089430894309
Pr(5=1 | 0=1,16=1) = 0.7142857142857143
Pr(5=0 | 0=1,16=0) = 0.6911764705882353
Pr(5=0 | 0=0,16=1) = 0.10569105691056911
Pr(5=0 | 0=1,16=1) = 0.2857142857142857
Pr(5=1 | 0=0,16=0) = 0.62

CPT of Attribute 6
Pr(6=0 | 7=1,16=0) = 0.1134020618556701
Pr(6=0 | 7=0,16=1) = 0.8538461538461538
Pr(6=1 | 7=1,16=0) = 0.8865979381443299
Pr(6=1 | 7=0,16=1) = 0.14615384615384616
Pr(6=0 | 7=0,16=0) = 0.7142857142857143
Pr(6=0 | 7=1,16=1) = 0.14285714285714285
Pr(6=1 | 7=1,16=1) = 0.8571428571428571
Pr(6=1 | 7=0,16=0) = 0.2857142857142857

CPT of Attribute 7
Pr(7=0 | 4=1,16=1) = 0.8936170212765957
Pr(7=1 | 4=0,16=0) = 0.9637305699481865
Pr(7=0 | 4=1,16=0) = 0.813953488372093
Pr(7=0 | 4=0,16=1) = 0.4
Pr(7=0 | 4=0,16=0) = 0.03626943005181347
Pr(7=1 | 4=1,16=1) = 0.10638297872340426
Pr(7=1 | 4=1,16=0) = 0.18604651162790697
Pr(7=1 | 4=0,16=1) = 0.6

CPT of Attribute 8
Pr(8=1 | 4=1,16=0) = 0.16279069767441862
Pr(8=1 | 4=0,16=1) = 0.7
Pr(8=0 | 4=1,16=1) = 0.9219858156028369
Pr(8=1 | 4=0,16=0) = 0.8497409326424871
Pr(8=0 | 4=1,16=0) = 0.8372093023255814
Pr(8=0 | 4=0,16=1) = 0.3
Pr(8=0 | 4=0,16=0) = 0.15025906735751296
Pr(8=1 | 4=1,16=1) = 0.07801418439716312

CPT of Attribute 9
Pr(9=1 | 15=1,16=1) = 0.6190476190476191
Pr(9=0 | 15=1,16=0) = 0.46357615894039733
Pr(9=0 | 15=0,16=1) = 0.5522388059701493
Pr(9=1 | 15=1,16=0) = 0.5364238410596026
Pr(9=1 | 15=0,16=1) = 0.44776119402985076
Pr(9=1 | 15=0,16=0) = 0.3764705882352941
Pr(9=0 | 15=0,16=0) = 0.6235294117647059
Pr(9=0 | 15=1,16=1) = 0.38095238095238093

CPT of Attribute 10
Pr(10=1 | 1=1,16=0) = 0.6
Pr(10=1 | 1=0,16=1) = 0.07142857142857142
Pr(10=1 | 1=1,16=1) = 0.19402985074626866
Pr(10=0 | 1=1,16=0) = 0.4
Pr(10=0 | 1=0,16=1) = 0.9285714285714286
Pr(10=0 | 1=1,16=1) = 0.8059701492537313
Pr(10=0 | 1=0,16=0) = 0.6470588235294118
Pr(10=1 | 1=0,16=0) = 0.35294117647058826

CPT of Attribute 11
Pr(11=1 | 5=1,16=1) = 0.8538461538461538
Pr(11=0 | 5=0,16=0) = 0.9696969696969697
Pr(11=1 | 5=0,16=0) = 0.030303030303030304
Pr(11=1 | 5=1,16=0) = 0.25961538461538464
Pr(11=1 | 5=0,16=1) = 0.42857142857142855
Pr(11=0 | 5=1,16=0) = 0.7403846153846154
Pr(11=0 | 5=0,16=1) = 0.5714285714285714
Pr(11=0 | 5=1,16=1) = 0.14615384615384616

CPT of Attribute 12
Pr(12=0 | 5=1,16=0) = 0.5288461538461539
Pr(12=0 | 5=0,16=1) = 0.5238095238095238
Pr(12=0 | 5=1,16=1) = 0.14615384615384616
Pr(12=1 | 5=1,16=1) = 0.8538461538461538
Pr(12=1 | 5=1,16=0) = 0.47115384615384615
Pr(12=1 | 5=0,16=1) = 0.47619047619047616
Pr(12=1 | 5=0,16=0) = 0.09090909090909091
Pr(12=0 | 5=0,16=0) = 0.9090909090909091

CPT of Attribute 13
Pr(13=1 | 5=0,16=0) = 0.11363636363636363
Pr(13=1 | 5=1,16=0) = 0.6153846153846154
Pr(13=1 | 5=0,16=1) = 0.9047619047619048
Pr(13=1 | 5=1,16=1) = 0.9307692307692308
Pr(13=0 | 5=0,16=0) = 0.8863636363636364
Pr(13=0 | 5=1,16=0) = 0.38461538461538464
Pr(13=0 | 5=0,16=1) = 0.09523809523809523
Pr(13=0 | 5=1,16=1) = 0.06923076923076923

CPT of Attribute 14
Pr(14=0 | 12=1,16=0) = 0.5901639344262295
Pr(14=0 | 12=0,16=1) = 0.6666666666666666
Pr(14=1 | 12=1,16=0) = 0.4098360655737705
Pr(14=1 | 12=0,16=1) = 0.3333333333333333
Pr(14=0 | 12=0,16=0) = 0.3028571428571429
Pr(14=0 | 12=1,16=1) = 0.9504132231404959
Pr(14=1 | 12=0,16=0) = 0.6971428571428572
Pr(14=1 | 12=1,16=1) = 0.049586776859504134

CPT of Attribute 15
Pr(15=1 | 6=1,16=0) = 0.6684782608695652
Pr(15=1 | 6=0,16=1) = 0.45614035087719296
Pr(15=0 | 6=1,16=1) = 0.13513513513513514
Pr(15=0 | 6=0,16=0) = 0.46153846153846156
Pr(15=1 | 6=1,16=1) = 0.8648648648648649
Pr(15=1 | 6=0,16=0) = 0.5384615384615384
Pr(15=0 | 6=1,16=0) = 0.33152173913043476
Pr(15=0 | 6=0,16=1) = 0.543859649122807

CPT of Attribute 16
Pr(16=1) = 0.3884514435695538
Pr(16=0) = 0.6115485564304461

handicapped-infants Class 
water-project-cost-sharing superfund-right-to-sue Class 
adoption-of-the-budget-resolution aid-to-nicaraguan-contras Class 
physician-fee-freeze el-salvador-aid Class 
el-salvador-aid religious-groups-in-schools Class 
religious-groups-in-schools handicapped-infants Class 
anti-satellite-test-ban aid-to-nicaraguan-contras Class 
aid-to-nicaraguan-contras el-salvador-aid Class 
mx-missile el-salvador-aid Class 
immigration export-administration-act-south-africa Class 
synfuels-corporation-cutback water-project-cost-sharing Class 
education-spending religious-groups-in-schools Class 
superfund-right-to-sue religious-groups-in-schools Class 
crime religious-groups-in-schools Class 
duty-free-exports superfund-right-to-sue Class 
export-administration-act-south-africa anti-satellite-test-ban Class 

republican republican 0.9992884235286391
democrat democrat 0.9999977577244991
democrat democrat 0.9996763286614163
republican democrat 0.8249711669088478
democrat democrat 0.999987930284493
republican democrat 0.7287165744031243
democrat democrat 0.9780229573678003
democrat democrat 0.9998046932250824
democrat democrat 0.9998917401897861
republican democrat 0.9897350358917987
democrat democrat 0.9999945324831584
democrat democrat 0.5134509788845701
democrat democrat 0.9998303719830801
republican republican 0.9812665825491118
democrat republican 0.7796306330433174
democrat democrat 0.9942922527493078
democrat democrat 0.9999806072573495
democrat democrat 0.9999875532802183
republican democrat 0.5084161860810108
democrat democrat 0.9995273415975205
republican republican 0.9997283454639222
republican republican 0.9308129289398333
republican republican 0.9975383306588379
republican republican 0.7846573616107155
republican republican 0.9966888384312954
republican republican 0.9978229148166836
republican republican 0.9992884235286391
democrat democrat 0.9973886038843797
republican democrat 0.9966432664890278
democrat democrat 0.9984584871618122
republican republican 0.9995252456227715
republican republican 0.9949760504691438
democrat democrat 0.9999899452338383
republican republican 0.9994931911655481
democrat republican 0.6911393876365484
democrat democrat 0.9997310447420419
democrat democrat 0.9996602708117691
republican republican 0.9649238959722972
democrat democrat 0.9992953894980372
democrat democrat 0.999085181729984
democrat democrat 0.9997310447420419
republican republican 0.789407827914078
democrat democrat 0.9999439432958516
democrat democrat 0.9999940238382244
democrat democrat 0.9999707517739863
democrat democrat 0.9959702465996287
democrat democrat 0.9999262297549967
democrat democrat 0.9998396845059057
republican republican 0.9997369517394035
democrat democrat 0.9787883865916538
democrat democrat 0.9961665630066853
republican republican 0.9777828888688029
democrat democrat 0.9969490273635508
republican republican 0.9949760504691438
republican republican 0.9992884235286391
republican republican 0.9996040991027411

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