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=== Run information ===
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Scheme:       weka.classifiers.functions.MultilayerPerceptron -L 0.2 -M 0.2 -N 5000 -V 0 -S 0 -E 20 -H a -R -num-decimal-places 3 -batch-size 150
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Relation:     zse_export_VLEN-R-B-features
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Instances:    225
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Attributes:   7
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              rsi
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              mfi
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              ema
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              so
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              macd
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              sl
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              cl_p
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Test mode:    split 70.0% train, remainder test
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=== Classifier model (full training set) ===
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Linear Node 0
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    Inputs    Weights
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    Threshold    1.0323086786528364
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    Node 1    -0.4184330532057715
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    Node 2    -1.4292772346317064
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    Node 3    -1.0775833947997584
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Sigmoid Node 1
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    Inputs    Weights
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    Threshold    -0.17777335986308077
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    Attrib rsi    -12.298654653346187
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    Attrib mfi    -0.13866335400335073
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    Attrib ema    -1.3749713385941655
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    Attrib so    1.8084037452987012
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    Attrib macd    0.32508423116411717
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    Attrib sl    0.3780674907504743
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Sigmoid Node 2
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    Inputs    Weights
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    Threshold    0.3509794939672798
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    Attrib rsi    -0.17603214536385955
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    Attrib mfi    -0.0672299579855476
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    Attrib ema    -3.108557251106579
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    Attrib so    -0.2121113315753066
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    Attrib macd    1.5717114227177296
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    Attrib sl    -0.20841569573083055
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Sigmoid Node 3
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    Inputs    Weights
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    Threshold    -3.888454182944663
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    Attrib rsi    1.0152231588049356
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    Attrib mfi    -5.423456509962554
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    Attrib ema    5.294648908602831
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    Attrib so    0.5410179207316398
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    Attrib macd    -4.901047334102658
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    Attrib sl    1.740516703025673
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Class 
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    Input
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    Node 0
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Time taken to build model: 3.8 seconds
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=== Predictions on test split ===
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    inst#     actual  predicted      error
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        1      5          5.035      0.035 
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        2      4.7        4.6       -0.1   
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        3      4.75       4.381     -0.369 
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        4      4.63       4.36      -0.27  
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        5      4.65       4.234     -0.416 
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        6      5.35       4.193     -1.157 
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        7      6.4        4.532     -1.868 
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        8      5.66       5.031     -0.629 
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        9      6.85       4.395     -2.455 
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       10      6.8        4.71      -2.09  
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       11      6.8        4.76      -2.04  
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       12      6.39       4.856     -1.534 
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       13      6.31       4.863     -1.447 
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       14      6.83       4.945     -1.885 
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       15      6.84       5.15      -1.69  
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       16      6.83       5.305     -1.525 
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       17      7          5.449     -1.551 
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       18      6.6        5.607     -0.993 
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       19      6.57       5.654     -0.916 
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       20      6.5        5.81      -0.69  
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       21      6.47       5.869     -0.601 
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       22      6.78       5.925     -0.855 
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       23      6.97       6.01      -0.96  
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       24      6.85       6.03      -0.82  
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       25      6.85       6.028     -0.822 
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       26      7.48       6.033     -1.447 
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       27      7.1        6.052     -1.048 
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       28      7.15       6.043     -1.107 
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       29      7.1        6.044     -1.056 
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       30      7          6.041     -0.959 
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       31      7.1        6.034     -1.066 
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       32      7.01       6.034     -0.976 
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       33      7.4        6.029     -1.371 
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       34      7.13       6.036     -1.094 
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       35      7.05       6.022     -1.028 
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       36      7.39       6.014     -1.376 
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       37      7          6.022     -0.978 
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       38      7          5.99      -1.01  
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       39      7.2        5.995     -1.205 
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       40      7.2        6.008     -1.192 
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       41      7.15       6.005     -1.145 
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       42      7.49       6.011     -1.479 
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       43      7.49       6.034     -1.456 
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       44      7.33       6.074     -1.256 
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       45      7.2        6.023     -1.177 
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       46      7.2        6.008     -1.192 
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       47      7.15       6.008     -1.142 
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       48      7.15       5.997     -1.153 
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       49      7.08       6.003     -1.077 
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       50      7.05       5.993     -1.057 
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       51      7.35       5.976     -1.374 
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       52      7          6.013     -0.987 
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       53      7.05       5.972     -1.078 
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       54      7.08       5.967     -1.113 
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       55      7.47       5.972     -1.498 
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       56      7.44       6.014     -1.426 
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       57      7.78       6.01      -1.77  
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       58      7.7        6.026     -1.674 
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       59      7.24       6.032     -1.208 
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       60      7.26       5.978     -1.282 
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       61      7.37       5.984     -1.386 
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       62      7.51       5.998     -1.512 
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       63      7.95       5.995     -1.955 
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       64      7.95       6.048     -1.902 
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       65      8          6.112     -1.888 
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       66      8.25       6.076     -2.174 
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       67      8          6.558     -1.442 
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=== Evaluation on test split ===
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Time taken to test model on test split: 0.04 seconds
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=== Summary ===
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Correlation coefficient                  0.7956
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Mean absolute error                      1.2304
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Root mean squared error                  1.3178
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Relative absolute error                146.3138 %
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Root relative squared error            138.3839 %
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Total Number of Instances               67     
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