=== Run information ===

Scheme:       weka.classifiers.trees.REPTree -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
Relation:     deam-essentia-features-arousal-valence-weka.filters.unsupervised.attribute.Remove-R472-weka.filters.unsupervised.attribute.Remove-R458-466
Instances:    1743
Attributes:   462
              [list of attributes omitted]
Test mode:    10-fold cross-validation

=== Classifier model (full training set) ===


REPTree
============

lowlevel.spectral_complexity.dmean < 4.2
|   lowlevel.spectral_entropy.median < 7.35
|   |   lowlevel.spectral_complexity.dmean < 1.4
|   |   |   lowlevel.barkbands_skewness.mean < 0.05 : -0.56 (6/0) [0/0]
|   |   |   lowlevel.barkbands_skewness.mean >= 0.05
|   |   |   |   lowlevel.pitch_salience.max < 0.77 : -0.23 (42/0.01) [30/0.03]
|   |   |   |   lowlevel.pitch_salience.max >= 0.77
|   |   |   |   |   lowlevel.barkbands_crest.median < 14.99 : -0.46 (2/0) [2/0.03]
|   |   |   |   |   lowlevel.barkbands_crest.median >= 14.99 : -0.54 (2/0) [2/0.01]
|   |   lowlevel.spectral_complexity.dmean >= 1.4 : -0.12 (205/0.04) [94/0.04]
|   lowlevel.spectral_entropy.median >= 7.35
|   |   lowlevel.loudness_ebu128.short_term.min < -29.77
|   |   |   lowlevel.silence_rate_30dB.dmean < 0.01 : -0.39 (5/0.01) [6/0.02]
|   |   |   lowlevel.silence_rate_30dB.dmean >= 0.01 : -0.1 (3/0.01) [0/0]
|   |   lowlevel.loudness_ebu128.short_term.min >= -29.77 : 0.03 (234/0.04) [123/0.04]
lowlevel.spectral_complexity.dmean >= 4.2
|   lowlevel.spectral_entropy.mean < 8.44
|   |   lowlevel.spectral_flux.median < 0.06 : -0 (31/0.03) [13/0.04]
|   |   lowlevel.spectral_flux.median >= 0.06 : 0.22 (302/0.03) [161/0.04]
|   lowlevel.spectral_entropy.mean >= 8.44
|   |   lowlevel.loudness_ebu128.momentary.dvar2 < 0.28 : 0.45 (192/0.02) [84/0.02]
|   |   lowlevel.loudness_ebu128.momentary.dvar2 >= 0.28
|   |   |   tonal.chords_strength.dvar < 0
|   |   |   |   lowlevel.melbands_crest.dmean2 < 5.97 : 0.08 (8/0.01) [5/0.03]
|   |   |   |   lowlevel.melbands_crest.dmean2 >= 5.97 : 0.3 (13/0.01) [9/0.03]
|   |   |   tonal.chords_strength.dvar >= 0 : 0.36 (117/0.02) [52/0.04]

Size of the tree : 27

Time taken to build model: 0.93 seconds

=== Cross-validation ===
=== Summary ===

Correlation coefficient                  0.7052
Mean absolute error                      0.1605
Root mean squared error                  0.2021
Relative absolute error                 67.6056 %
Root relative squared error             71.3026 %
Total Number of Instances             1743