Exemple #1
0
def peakInfluenceSurface(peaksType):
    from tools.Tools import getDictArray
    import featuresMain as fm

    data = fm.main()
    surface = data.Surface.values

    def surfaceToInt(surface):
        if 'Woodchip' in surface:
            return 0
        if 'Asphalt' in surface:
            return 1
        if 'Track' in surface:
            return 2

    surface = map(surfaceToInt, surface)
    features = getDictArray(data.Features)

    def plot(name):
        y = [v[peaksType + '.' + name] for v in features]
        fig, ax = plt.subplots()
        ax.scatter(surface, y)
        fig.tight_layout()
        ax.set_title("surface: " + name)

    plot('varDist')
    plot('varPeak')
    plot('maxPeak')
    plot('maxDist')
    plot('minPeak')
    plot('minDist')
    plot('avPeak')
    plot('avDist')
Exemple #2
0
def peakInfluenceTrained(peaksType):
    from tools.Tools import getDictArray
    import app.featuresMain as fm

    data = fm.main()
    trained = data.Trained.values
    features = getDictArray(data.Features)

    def plot(name):
        y = [v[peaksType + '.' + name] for v in features]
        fig, ax = plt.subplots()
        ax.scatter(trained, y)
        fig.tight_layout()
        ax.set_title("trained: " + name)

    plot('varDist')
    plot('varPeak')
    plot('maxPeak')
    plot('maxDist')
    plot('minPeak')
    plot('minDist')
    plot('avPeak')
    plot('avDist')

    plt.show()