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