| 1 | === Run information ===
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| 2 |
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| 3 | Scheme: weka.classifiers.trees.REPTree -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
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| 4 | Relation: deam-essentia-features-arousal-valence-weka.filters.unsupervised.attribute.Remove-R472-weka.filters.unsupervised.attribute.Remove-R458-466
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| 5 | Instances: 1743
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| 6 | Attributes: 462
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| 7 | [list of attributes omitted]
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| 8 | Test mode: 10-fold cross-validation
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| 9 |
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| 10 | === Classifier model (full training set) ===
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| 11 |
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| 12 |
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| 13 | REPTree
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| 14 | ============
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| 15 |
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| 16 | lowlevel.spectral_complexity.dmean < 4.2
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| 17 | | lowlevel.spectral_entropy.median < 7.35
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| 18 | | | lowlevel.spectral_complexity.dmean < 1.4
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| 19 | | | | lowlevel.barkbands_skewness.mean < 0.05 : -0.56 (6/0) [0/0]
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| 20 | | | | lowlevel.barkbands_skewness.mean >= 0.05
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| 21 | | | | | lowlevel.pitch_salience.max < 0.77 : -0.23 (42/0.01) [30/0.03]
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| 22 | | | | | lowlevel.pitch_salience.max >= 0.77
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| 23 | | | | | | lowlevel.barkbands_crest.median < 14.99 : -0.46 (2/0) [2/0.03]
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| 24 | | | | | | lowlevel.barkbands_crest.median >= 14.99 : -0.54 (2/0) [2/0.01]
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| 25 | | | lowlevel.spectral_complexity.dmean >= 1.4 : -0.12 (205/0.04) [94/0.04]
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| 26 | | lowlevel.spectral_entropy.median >= 7.35
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| 27 | | | lowlevel.loudness_ebu128.short_term.min < -29.77
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| 28 | | | | lowlevel.silence_rate_30dB.dmean < 0.01 : -0.39 (5/0.01) [6/0.02]
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| 29 | | | | lowlevel.silence_rate_30dB.dmean >= 0.01 : -0.1 (3/0.01) [0/0]
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| 30 | | | lowlevel.loudness_ebu128.short_term.min >= -29.77 : 0.03 (234/0.04) [123/0.04]
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| 31 | lowlevel.spectral_complexity.dmean >= 4.2
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| 32 | | lowlevel.spectral_entropy.mean < 8.44
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| 33 | | | lowlevel.spectral_flux.median < 0.06 : -0 (31/0.03) [13/0.04]
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| 34 | | | lowlevel.spectral_flux.median >= 0.06 : 0.22 (302/0.03) [161/0.04]
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| 35 | | lowlevel.spectral_entropy.mean >= 8.44
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| 36 | | | lowlevel.loudness_ebu128.momentary.dvar2 < 0.28 : 0.45 (192/0.02) [84/0.02]
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| 37 | | | lowlevel.loudness_ebu128.momentary.dvar2 >= 0.28
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| 38 | | | | tonal.chords_strength.dvar < 0
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| 39 | | | | | lowlevel.melbands_crest.dmean2 < 5.97 : 0.08 (8/0.01) [5/0.03]
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| 40 | | | | | lowlevel.melbands_crest.dmean2 >= 5.97 : 0.3 (13/0.01) [9/0.03]
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| 41 | | | | tonal.chords_strength.dvar >= 0 : 0.36 (117/0.02) [52/0.04]
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| 42 |
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| 43 | Size of the tree : 27
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| 44 |
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| 45 | Time taken to build model: 0.93 seconds
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| 46 |
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| 47 | === Cross-validation ===
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| 48 | === Summary ===
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| 49 |
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| 50 | Correlation coefficient 0.7052
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| 51 | Mean absolute error 0.1605
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| 52 | Root mean squared error 0.2021
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| 53 | Relative absolute error 67.6056 %
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| 54 | Root relative squared error 71.3026 %
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| 55 | Total Number of Instances 1743
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| 56 |
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