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Compare the prediction accuracy of different models on the boston dataset
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ERROR (ORDINAL) fold 2: 2.78431372549
ERROR (LOGISTIC) fold 2: 4.23529411765
ERROR (LOGISTIC) fold 2: 3.25490196078
ERROR (ORDINAL) fold 4: 3.88235294118
ERROR (LOGISTIC) fold 4: 4.60784313725
ERROR (LOGISTIC) fold 4: 3.58823529412
ERROR (ORDINAL) fold 5: 3.27450980392
ERROR (LOGISTIC) fold 5: 4.23529411765
ERROR (LOGISTIC) fold 5: 3.21568627451
ERROR (ORDINAL) fold 6: 3.50980392157
ERROR (LOGISTIC) fold 6: 4.03921568627
ERROR (LOGISTIC) fold 6: 3.47058823529
ERROR (ORDINAL) fold 7: 2.66666666667
ERROR (LOGISTIC) fold 7: 2.82352941176
ERROR (LOGISTIC) fold 7: 2.96078431373
ERROR (ORDINAL) fold 12: 4.03921568627
ERROR (LOGISTIC) fold 12: 4.70588235294
ERROR (LOGISTIC) fold 12: 4.50980392157
ERROR (ORDINAL) fold 13: 4.23529411765
ERROR (LOGISTIC) fold 13: 4.09803921569
ERROR (LOGISTIC) fold 13: 4.43137254902
ERROR (ORDINAL) fold 15: 3.1568627451
ERROR (LOGISTIC) fold 15: 4.74509803922
ERROR (LOGISTIC) fold 15: 4.09803921569
ERROR (ORDINAL) fold 23: 3.39215686275
ERROR (LOGISTIC) fold 23: 3.92156862745
ERROR (LOGISTIC) fold 23: 3.72549019608
ERROR (ORDINAL) fold 26: 3.54901960784
ERROR (LOGISTIC) fold 26: 5.25490196078
ERROR (LOGISTIC) fold 26: 4.03921568627
ERROR (ORDINAL) fold 29: 2.96078431373
ERROR (LOGISTIC) fold 29: 3.09803921569
ERROR (LOGISTIC) fold 29: 2.17647058824
ERROR (ORDINAL) fold 30: 2.80392156863
ERROR (LOGISTIC) fold 30: 3.0
ERROR (LOGISTIC) fold 30: 3.25490196078
ERROR (ORDINAL) fold 33: 3.27450980392
ERROR (LOGISTIC) fold 33: 3.90196078431
ERROR (LOGISTIC) fold 33: 3.62745098039
ERROR (ORDINAL) fold 34: 2.52941176471
ERROR (LOGISTIC) fold 34: 3.43137254902
ERROR (LOGISTIC) fold 34: 3.33333333333
ERROR (ORDINAL) fold 38: 2.78431372549
ERROR (LOGISTIC) fold 38: 3.66666666667
ERROR (LOGISTIC) fold 38: 2.64705882353
ERROR (ORDINAL) fold 39: 3.25490196078
ERROR (LOGISTIC) fold 39: 3.35294117647
ERROR (LOGISTIC) fold 39: 3.72549019608
ERROR (ORDINAL) fold 40: 3.56862745098
ERROR (LOGISTIC) fold 40: 3.72549019608
ERROR (LOGISTIC) fold 40: 3.72549019608
ERROR (ORDINAL) fold 41: 3.98039215686
ERROR (LOGISTIC) fold 41: 3.54901960784
ERROR (LOGISTIC) fold 41: 4.27450980392
ERROR (ORDINAL) fold 42: 4.03921568627
ERROR (LOGISTIC) fold 42: 3.21568627451
ERROR (LOGISTIC) fold 42: 4.13725490196
ERROR (ORDINAL) fold 45: 3.35294117647
ERROR (LOGISTIC) fold 45: 3.1568627451
ERROR (LOGISTIC) fold 45: 3.41176470588
ERROR (ORDINAL) fold 46: 2.92156862745
ERROR (LOGISTIC) fold 46: 4.50980392157
ERROR (LOGISTIC) fold 46: 3.47058823529
ERROR (ORDINAL) fold 48: 2.60784313725
ERROR (LOGISTIC) fold 48: 3.19607843137
ERROR (LOGISTIC) fold 48: 3.29411764706
MEAN ABSOLUTE ERROR (ORDINAL LOGISTIC): 3.29857397504
MEAN ABSOLUTE ERROR (LOGISTIC REGRESSION): 3.83957219251
MEAN ABSOLUTE ERROR (RIDGE REGRESSION): 3.5623885918