=== Run information === Scheme: weka.classifiers.trees.J48 -C 0.25 -M 2 Relation: canonphone_correct-weka.filters.unsupervised.attribute.Remove-R1-3-weka.filters.unsupervised.attribute.Remove-R22-42-weka.filters.unsupervised.attribute.Remove-R24-weka.filters.unsupervised.attribute.Remove-R73-76,78-86 Instances: 26088 Attributes: 73 canonphone phonemetype fortislenis canonsyllstruc numofphonesinsyllstrucpos leftneighbour1_phoneme leftneighbour1_phonemetype leftneighbour1_fortislenis leftneighbour1_canonsyllstruc leftneighbour2_phoneme leftneighbour2_phonemetype leftneighbour2_fortislenis leftneighbour2_canonsyllstruc rightneighbour1_phoneme rightneighbour1_phonemetype rightneighbour1_fortislenis rightneighbour1_canonsyllstruc rightneighbour2_phoneme rightneighbour2_phonemetype rightneighbour2_fortislenis rightneighbour2_canonsyllstruc lexicalstress syllablelengthinphonemes syllpositioninword_abs syllpositioninword_rel distanceprecedingpause_words_correct distancefollowingpause_words_correct distanceprecedingpause_canonsylls_correct distancefollowingpause_canonsylls_correct distanceprecedingboundary_words_correct distancefollowingboundary_words_correct distanceprecedingboundary_canonsylls_correct distancefollowingboundary_canonsylls_correct relpositioninips_words_correct relpositioninips_canonsylls_correct relpositioninprosphrase_words_correct relpositioninprosphrase_canonsylls_correct POS_auto simplePOS_auto CELEXfreq leftneighbour1_POS_auto leftneighbour1_simplePOS_auto leftneighbour1_CELEXfreq leftneighbour2_POS_auto leftneighbour2_simplePOS_auto leftneighbour2_CELEXfreq rightneighbour1_POS_auto rightneighbour1_simplePOS_auto rightneighbour1_CELEXfreq rightneighbour2_POS_auto rightneighbour2_simplePOS_auto rightneighbour2_CELEXfreq sentencelength_inwords sentencelength_incanonsylls sentenceposition_inwords_abs sentenceposition_incanonsylls_abs sentenceposition_inwords_rel sentenceposition_incanonsylls_rel sentencetype precedingpunct_word followingpunct_word followingpunct_simple_word distanceprecedingpunct_inwords distancefollowingpunct_inwords betweenpunctposition_inwords_rel accentuationlevel_word accenttype_simple accenttype_complex following_accenttype_complex lastintoncontour distance_accentedsyllable distance_followingaccentedsyllable replacementrule_complete Test mode: 10-fold cross-validation === Classifier model (full training set) === J48 pruned tree ------------------ canonphone = 2:: 2:>2:6 (3.0) canonphone = 2:6: Q>q (0.0) canonphone = 6: 6>E6 (3.0) canonphone = 9: Q>q (0.0) canonphone = 96: Q>q (0.0) canonphone = @: @>q (21.0) canonphone = C: C>j (3.0/1.0) canonphone = E | rightneighbour1_canonsyllstruc = undefined: E>e: (0.0) | rightneighbour1_canonsyllstruc = onset: E>e: (0.0) | rightneighbour1_canonsyllstruc = nucleus: E>e: (0.0) | rightneighbour1_canonsyllstruc = coda: E>@ (3.0) | rightneighbour1_canonsyllstruc = ambisyllabic: E>e: (7.0/1.0) canonphone = E6: Q>q (0.0) canonphone = E:: E:>e: (52.0/1.0) canonphone = E:6: E:6>e:6 (3.0) canonphone = I | leftneighbour1_fortislenis = undefined: I>i: (0.0) | leftneighbour1_fortislenis = fortis: I>E (2.0) | leftneighbour1_fortislenis = lenis: I>i: (3.0) canonphone = I6: Q>q (0.0) canonphone = N: N>=N (1.0) canonphone = O: O>@ (1.0) canonphone = O6: Q>q (0.0) canonphone = OY: Q>q (0.0) canonphone = Q: Q>q (480.0) canonphone = S: Q>q (0.0) canonphone = U: U>@ (5.0/1.0) canonphone = U6: U6>U (1.0) canonphone = Y: Q>q (0.0) canonphone = Y6: Q>q (0.0) canonphone = Z: Q>q (0.0) canonphone = a: a>a: (1.0) canonphone = a6: a6>a:6 (1.0) canonphone = a: | rightneighbour1_fortislenis = undefined: a:>a:6 (0.0) | rightneighbour1_fortislenis = fortis: a:>a (4.0) | rightneighbour1_fortislenis = lenis: a:>a:6 (33.0) canonphone = a:6: Q>q (0.0) canonphone = aI: aI>a (1.0) canonphone = aU: Q>q (0.0) canonphone = a~: Q>q (0.0) canonphone = b | leftneighbour1_fortislenis = undefined: b>=m (9.0/3.0) | leftneighbour1_fortislenis = fortis: b>p (1.0) | leftneighbour1_fortislenis = lenis: b>m (5.0) canonphone = b_h: b_h>p_h (1.0) canonphone = d | leftneighbour1_phoneme = undefined: d>n (0.0) | leftneighbour1_phoneme = 2:: d>n (0.0) | leftneighbour1_phoneme = 2:6: d>n (0.0) | leftneighbour1_phoneme = 6: d>n (0.0) | leftneighbour1_phoneme = 9: d>n (0.0) | leftneighbour1_phoneme = 96: d>n (0.0) | leftneighbour1_phoneme = @: d>n (0.0) | leftneighbour1_phoneme = C: d>n (0.0) | leftneighbour1_phoneme = E: d>n (0.0) | leftneighbour1_phoneme = E6: d>n (0.0) | leftneighbour1_phoneme = E:: d>n (0.0) | leftneighbour1_phoneme = E:6: d>n (0.0) | leftneighbour1_phoneme = I: d>n (0.0) | leftneighbour1_phoneme = I6: d>n (0.0) | leftneighbour1_phoneme = N: d>n (0.0) | leftneighbour1_phoneme = O: d>n (0.0) | leftneighbour1_phoneme = O6: d>n (0.0) | leftneighbour1_phoneme = OY: d>n (0.0) | leftneighbour1_phoneme = Q: d>n (0.0) | leftneighbour1_phoneme = S: d>n (0.0) | leftneighbour1_phoneme = U: d>n (0.0) | leftneighbour1_phoneme = U6: d>n (0.0) | leftneighbour1_phoneme = Y: d>n (0.0) | leftneighbour1_phoneme = Y6: d>n (0.0) | leftneighbour1_phoneme = Z: d>n (0.0) | leftneighbour1_phoneme = a: d>n (0.0) | leftneighbour1_phoneme = a6: d>n (0.0) | leftneighbour1_phoneme = a:: d>n (0.0) | leftneighbour1_phoneme = a:6: d>n (0.0) | leftneighbour1_phoneme = aI: d>=n (1.0) | leftneighbour1_phoneme = aU: d>n (0.0) | leftneighbour1_phoneme = a~: d>n (0.0) | leftneighbour1_phoneme = b: d>n (0.0) | leftneighbour1_phoneme = b_h: d>n (0.0) | leftneighbour1_phoneme = d: d>n (0.0) | leftneighbour1_phoneme = d_h: d>n (0.0) | leftneighbour1_phoneme = e:: d>=n (1.0) | leftneighbour1_phoneme = e:6: d>n (0.0) | leftneighbour1_phoneme = f: d>n (0.0) | leftneighbour1_phoneme = g: d>n (0.0) | leftneighbour1_phoneme = g_h: d>n (0.0) | leftneighbour1_phoneme = h: d>n (0.0) | leftneighbour1_phoneme = i:: d>z (3.0/1.0) | leftneighbour1_phoneme = i:6: d>n (0.0) | leftneighbour1_phoneme = j: d>n (0.0) | leftneighbour1_phoneme = k: d>n (0.0) | leftneighbour1_phoneme = k_h: d>n (0.0) | leftneighbour1_phoneme = l: d>=n (1.0) | leftneighbour1_phoneme = m: d>n (0.0) | leftneighbour1_phoneme = n: d>n (71.0/1.0) | leftneighbour1_phoneme = o:: d>n (0.0) | leftneighbour1_phoneme = o:6: d>n (0.0) | leftneighbour1_phoneme = p: d>n (0.0) | leftneighbour1_phoneme = p_h: d>n (0.0) | leftneighbour1_phoneme = r: d>n (0.0) | leftneighbour1_phoneme = s: d>n (0.0) | leftneighbour1_phoneme = t: d>n (0.0) | leftneighbour1_phoneme = t_h: d>s (1.0) | leftneighbour1_phoneme = u:: d>n (0.0) | leftneighbour1_phoneme = u:6: d>n (0.0) | leftneighbour1_phoneme = v: d>n (0.0) | leftneighbour1_phoneme = x: d>n (0.0) | leftneighbour1_phoneme = y:: d>n (0.0) | leftneighbour1_phoneme = y:6: d>n (0.0) | leftneighbour1_phoneme = z: d>n (0.0) canonphone = d_h: Q>q (0.0) canonphone = e:: e:>@ (2.0/1.0) canonphone = e:6: e:6>e: (2.0) canonphone = f: Q>q (0.0) canonphone = g | leftneighbour1_phonemetype = undefined: g>=N (0.0) | leftneighbour1_phonemetype = vowel: g>=N (8.0/2.0) | leftneighbour1_phonemetype = consonant: g>N (2.0) canonphone = g_h: Q>q (0.0) canonphone = h: h>x (4.0) canonphone = i: | rightneighbour1_fortislenis = undefined: i:>i:6 (0.0) | rightneighbour1_fortislenis = fortis: i:>I (3.0) | rightneighbour1_fortislenis = lenis: i:>i:6 (6.0) canonphone = i:6: Q>q (0.0) canonphone = j: j>I (1.0) canonphone = k | lexicalstress = none: k>x (7.0/1.0) | lexicalstress = primary: k>g (3.0/1.0) | lexicalstress = secondary: k>x (0.0) canonphone = k_h: Q>q (0.0) canonphone = l: l>=l (33.0/1.0) canonphone = m: m>=m (8.0/1.0) canonphone = n | lexicalstress = none | | leftneighbour2_phoneme = undefined: n>=n (0.0) | | leftneighbour2_phoneme = 2:: n>=n (0.0) | | leftneighbour2_phoneme = 2:6: n>=n (0.0) | | leftneighbour2_phoneme = 6: n>=n (0.0) | | leftneighbour2_phoneme = 9: n>=n (0.0) | | leftneighbour2_phoneme = 96: n>=n (0.0) | | leftneighbour2_phoneme = @: n>=n (0.0) | | leftneighbour2_phoneme = C: n>=n (27.0/1.0) | | leftneighbour2_phoneme = E: n>=n (0.0) | | leftneighbour2_phoneme = E6: n>=n (0.0) | | leftneighbour2_phoneme = E:: n>=n (0.0) | | leftneighbour2_phoneme = E:6: n>=n (0.0) | | leftneighbour2_phoneme = I: n>=n (0.0) | | leftneighbour2_phoneme = I6: n>=n (0.0) | | leftneighbour2_phoneme = N: n>=N (14.0) | | leftneighbour2_phoneme = O: n>=n (0.0) | | leftneighbour2_phoneme = O6: n>=n (0.0) | | leftneighbour2_phoneme = OY: n>=n (1.0) | | leftneighbour2_phoneme = Q | | | rightneighbour2_phoneme = undefined: n>=n (0.0) | | | rightneighbour2_phoneme = 2:: n>=n (0.0) | | | rightneighbour2_phoneme = 2:6: n>=n (0.0) | | | rightneighbour2_phoneme = 6: n>=n (0.0) | | | rightneighbour2_phoneme = 9: n>=n (0.0) | | | rightneighbour2_phoneme = 96: n>=n (0.0) | | | rightneighbour2_phoneme = @: n>=n (0.0) | | | rightneighbour2_phoneme = C: n>=n (0.0) | | | rightneighbour2_phoneme = E: n>=n (0.0) | | | rightneighbour2_phoneme = E6: n>=n (0.0) | | | rightneighbour2_phoneme = E:: n>=n (0.0) | | | rightneighbour2_phoneme = E:6: n>=n (0.0) | | | rightneighbour2_phoneme = I: n>=n (0.0) | | | rightneighbour2_phoneme = I6: n>=n (0.0) | | | rightneighbour2_phoneme = N: n>=n (0.0) | | | rightneighbour2_phoneme = O: n>=n (0.0) | | | rightneighbour2_phoneme = O6: n>=n (0.0) | | | rightneighbour2_phoneme = OY: n>=n (0.0) | | | rightneighbour2_phoneme = Q: n>=n (0.0) | | | rightneighbour2_phoneme = S: n>=n (0.0) | | | rightneighbour2_phoneme = U: n>=n (0.0) | | | rightneighbour2_phoneme = U6: n>=n (0.0) | | | rightneighbour2_phoneme = Y: n>=n (0.0) | | | rightneighbour2_phoneme = Y6: n>=n (0.0) | | | rightneighbour2_phoneme = Z: n>=n (0.0) | | | rightneighbour2_phoneme = a: n>=n (0.0) | | | rightneighbour2_phoneme = a6: n>=n (0.0) | | | rightneighbour2_phoneme = a:: n>=n (0.0) | | | rightneighbour2_phoneme = a:6: n>=n (0.0) | | | rightneighbour2_phoneme = aI: n>=n (0.0) | | | rightneighbour2_phoneme = aU: n>=n (0.0) | | | rightneighbour2_phoneme = a~: n>=n (0.0) | | | rightneighbour2_phoneme = b: n>=n (0.0) | | | rightneighbour2_phoneme = b_h: n>=n (0.0) | | | rightneighbour2_phoneme = d: n>=n (0.0) | | | rightneighbour2_phoneme = d_h: n>=n (0.0) | | | rightneighbour2_phoneme = e:: n>=n (0.0) | | | rightneighbour2_phoneme = e:6: n>=n (0.0) | | | rightneighbour2_phoneme = f: n>=n (0.0) | | | rightneighbour2_phoneme = g: n>=n (0.0) | | | rightneighbour2_phoneme = g_h: n>=n (0.0) | | | rightneighbour2_phoneme = h: n>=n (0.0) | | | rightneighbour2_phoneme = i:: n>=n (0.0) | | | rightneighbour2_phoneme = i:6: n>=n (0.0) | | | rightneighbour2_phoneme = j: n>=n (0.0) | | | rightneighbour2_phoneme = k: n>=n (0.0) | | | rightneighbour2_phoneme = k_h: n>=n (0.0) | | | rightneighbour2_phoneme = l: n>=n (0.0) | | | rightneighbour2_phoneme = m: n>=m (2.0) | | | rightneighbour2_phoneme = n | | | | sentencelength_inwords <= 6: n>=N (3.0/1.0) | | | | sentencelength_inwords > 6: n>=n (11.0/1.0) | | | rightneighbour2_phoneme = o:: n>=n (0.0) | | | rightneighbour2_phoneme = o:6: n>=n (0.0) | | | rightneighbour2_phoneme = p: n>=n (0.0) | | | rightneighbour2_phoneme = p_h: n>=n (0.0) | | | rightneighbour2_phoneme = r: n>=n (0.0) | | | rightneighbour2_phoneme = s: n>=n (0.0) | | | rightneighbour2_phoneme = t: n>=n (0.0) | | | rightneighbour2_phoneme = t_h: n>=n (0.0) | | | rightneighbour2_phoneme = u:: n>=n (0.0) | | | rightneighbour2_phoneme = u:6: n>=n (0.0) | | | rightneighbour2_phoneme = v: n>=n (0.0) | | | rightneighbour2_phoneme = x: n>=n (0.0) | | | rightneighbour2_phoneme = y:: n>=n (0.0) | | | rightneighbour2_phoneme = y:6: n>=n (0.0) | | | rightneighbour2_phoneme = z: n>=n (0.0) | | leftneighbour2_phoneme = S: n>=n (28.0/1.0) | | leftneighbour2_phoneme = U: n>=n (0.0) | | leftneighbour2_phoneme = U6: n>=n (0.0) | | leftneighbour2_phoneme = Y: n>=n (0.0) | | leftneighbour2_phoneme = Y6: n>=n (0.0) | | leftneighbour2_phoneme = Z: n>=n (0.0) | | leftneighbour2_phoneme = a: n>=n (0.0) | | leftneighbour2_phoneme = a6: n>=n (0.0) | | leftneighbour2_phoneme = a:: n>=n (0.0) | | leftneighbour2_phoneme = a:6: n>=n (0.0) | | leftneighbour2_phoneme = aI: n>=n (0.0) | | leftneighbour2_phoneme = aU: n>=n (1.0) | | leftneighbour2_phoneme = a~: n>=n (0.0) | | leftneighbour2_phoneme = b: n>=n (0.0) | | leftneighbour2_phoneme = b_h: n>=m (54.0/5.0) | | leftneighbour2_phoneme = d: n>=n (0.0) | | leftneighbour2_phoneme = d_h: n>=n (44.0) | | leftneighbour2_phoneme = e:: n>=n (0.0) | | leftneighbour2_phoneme = e:6: n>=n (0.0) | | leftneighbour2_phoneme = f: n>=n (22.0/1.0) | | leftneighbour2_phoneme = g: n>=n (0.0) | | leftneighbour2_phoneme = g_h: n>=N (127.0/3.0) | | leftneighbour2_phoneme = h: n>=n (0.0) | | leftneighbour2_phoneme = i:: n>=n (1.0) | | leftneighbour2_phoneme = i:6: n>=n (0.0) | | leftneighbour2_phoneme = j: n>=n (0.0) | | leftneighbour2_phoneme = k: n>=n (0.0) | | leftneighbour2_phoneme = k_h: n>=N (8.0/2.0) | | leftneighbour2_phoneme = l: n>N (1.0) | | leftneighbour2_phoneme = m | | | rightneighbour2_fortislenis = undefined: n>=m (17.0) | | | rightneighbour2_fortislenis = fortis: n>=m (1.0) | | | rightneighbour2_fortislenis = lenis: n>=n (2.0) | | leftneighbour2_phoneme = n: n>=n (28.0/2.0) | | leftneighbour2_phoneme = o:: n>=n (0.0) | | leftneighbour2_phoneme = o:6: n>=n (0.0) | | leftneighbour2_phoneme = p: n>=n (0.0) | | leftneighbour2_phoneme = p_h: n>=m (2.0) | | leftneighbour2_phoneme = r: n>=n (5.0) | | leftneighbour2_phoneme = s: n>=n (36.0) | | leftneighbour2_phoneme = t: n>=n (0.0) | | leftneighbour2_phoneme = t_h: n>=n (95.0/3.0) | | leftneighbour2_phoneme = u:: n>=n (0.0) | | leftneighbour2_phoneme = u:6: n>=n (0.0) | | leftneighbour2_phoneme = v: n>=n (2.0) | | leftneighbour2_phoneme = x: n>=n (15.0) | | leftneighbour2_phoneme = y:: n>=n (1.0) | | leftneighbour2_phoneme = y:6: n>=n (0.0) | | leftneighbour2_phoneme = z: n>=n (21.0) | lexicalstress = primary | | rightneighbour2_phonemetype = undefined: n>N (0.0) | | rightneighbour2_phonemetype = vowel | | | distanceprecedingpause_words_correct <= 1: n>m (2.0) | | | distanceprecedingpause_words_correct > 1: n>l (2.0) | | rightneighbour2_phonemetype = consonant: n>N (22.0/1.0) | lexicalstress = secondary: n>=n (0.0) canonphone = o:: Q>q (0.0) canonphone = o:6: o:6>O6 (1.0) canonphone = p: p>b (2.0) canonphone = p_h: p_h>b_h (2.0/1.0) canonphone = r: Q>q (0.0) canonphone = s: s>S (2.0) canonphone = t | leftneighbour1_fortislenis = undefined | | distanceprecedingboundary_words_correct <= 1: t>d (2.0) | | distanceprecedingboundary_words_correct > 1: t>Q (2.0) | leftneighbour1_fortislenis = fortis: t>s (13.0) | leftneighbour1_fortislenis = lenis: t>Q (13.0/3.0) canonphone = t_h | rightneighbour1_fortislenis = undefined: t_h>q (0.0) | rightneighbour1_fortislenis = fortis: t_h>d_h (2.0) | rightneighbour1_fortislenis = lenis: t_h>q (14.0/2.0) canonphone = u:: Q>q (0.0) canonphone = u:6: Q>q (0.0) canonphone = v: Q>q (0.0) canonphone = x: x>h (4.0) canonphone = y:: y:>y:6 (2.0) canonphone = y:6: Q>q (0.0) canonphone = z: z>s (4.0) Number of Leaves : 285 Size of the tree : 304 Time taken to build model: 0.56 seconds === Stratified cross-validation === === Summary === Correctly Classified Instances 1372 94.037 % Incorrectly Classified Instances 87 5.963 % Kappa statistic 0.9269 Mean absolute error 0.0016 Root mean squared error 0.0328 Relative absolute error 9.6772 % Root relative squared error 36.0818 % Total Number of Instances 1459 Ignored Class Unknown Instances 24629 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure Class 1 0 1 1 1 2:>2:6 1 0 1 1 1 6>E6 0 0 0 0 0 96>9 1 0 1 1 1 @>q 1 0.001 0.667 1 0.8 C>j 0 0 0 0 0 C>k 0 0 0 0 0 E6>E 1 0 1 1 1 E:6>e:6 1 0.001 0.981 1 0.99 E:>e: 0 0 0 0 0 E:>e:6 0 0.001 0 0 0 E>@ 0 0 0 0 0 E>E6 0.833 0.003 0.556 0.833 0.667 E>e: 0 0 0 0 0 I6>I 0 0 0 0 0 I>E 1 0.001 0.6 1 0.75 I>i: 0 0 0 0 0 N>=N 0 0 0 0 0 O6>O 0 0 0 0 0 O>@ 0 0 0 0 0 O>a 1 0.009 0.982 1 0.991 Q>q 0 0 0 0 0 U6>U 1 0.001 0.8 1 0.889 U>@ 0 0 0 0 0 U>u: 0 0 0 0 0 Y6>Y 0 0 0 0 0 Z>S 0 0 0 0 0 a6>a 0 0 0 0 0 a6>a:6 0 0 0 0 0 a:6>a: 0 0 0 0 0 a:>O 1 0 1 1 1 a:>a 1 0 1 1 1 a:>a:6 0 0 0 0 0 a>a: 0 0 0 0 0 aI>E 0 0 0 0 0 aI>a 0 0 0 0 0 aI>a: 0.667 0.002 0.571 0.667 0.615 b>=m 0.625 0.002 0.625 0.625 0.625 b>m 0 0 0 0 0 b>p 0 0 0 0 0 b_h>p_h 0 0 0 0 0 d>=n 0 0 0 0 0 d>Q 0.986 0.005 0.909 0.986 0.946 d>n 0 0 0 0 0 d>s 0 0.001 0 0 0 d>z 1 0 1 1 1 e:6>e: 0 0.001 0 0 0 e:>@ 0 0.001 0 0 0 e:>e:6 0 0 0 0 0 f>v 0.833 0.001 0.714 0.833 0.769 g>=N 0.667 0.001 0.667 0.667 0.667 g>N 0 0 0 0 0 g>j 0 0 0 0 0 g>k 0 0 0 0 0 g_h>k_h 0 0 0 0 0 h>C 1 0 1 1 1 h>x 0.667 0 1 0.667 0.8 i:>I 1 0.001 0.857 1 0.923 i:>i:6 0 0 0 0 0 j>I 0 0 0 0 0 k>C 0 0.001 0 0 0 k>Q 0 0.001 0 0 0 k>g 0.833 0.001 0.714 0.833 0.769 k>x 0 0 0 0 0 k_h>g_h 0 0 0 0 0 k_h>q 1 0.001 0.97 1 0.985 l>=l 0 0 0 0 0 l>d 0 0 0 0 0 l>r 1 0.001 0.875 1 0.933 m>=m 0 0 0 0 0 m>N 0 0 0 0 0 m>n 0.967 0.005 0.961 0.967 0.964 n>=N 0.986 0.005 0.91 0.986 0.947 n>=m 0.962 0.009 0.971 0.962 0.966 n>=n 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