I am finding that similar email is getting non-spam signature even after I
train it as spam.  It seems that training is not doing anything.

X-DSPAM-Result: Innocent
X-DSPAM-Processed: Wed Apr  8 10:36:03 2015
X-DSPAM-Confidence: 0.9649
X-DSPAM-Probability: 0.0000
X-DSPAM-Factors: 27,
        is+#+#+will, 0.01000,
        is+#+#+will, 0.01000,
        Check+your, 0.01000,
        Check+your, 0.01000,
        use+our, 0.01000,
        use+our, 0.01000,
        Also+when, 0.01000,
        Also+when, 0.01000,
        of+#+#+#+All, 0.01435,
        of+#+#+#+All, 0.01435,
        Received*8+Apr, 0.02617,
        Received*Wed+8, 0.02617,
        if+#+need, 0.03804,
        if+#+need, 0.03804,
        your+#+#+#+1, 0.04184,
        your+#+#+#+1, 0.04184,
        on+and, 0.04627,
        on+and, 0.04627,
        any+#+#+or, 0.05008,
        any+#+#+or, 0.05008,
        be+#+#+#+by, 0.05227,
        be+#+#+#+by, 0.05227,
        2+#+#+the, 0.08481,
        2+#+#+the, 0.08481,
        do+#+#+to, 0.08521,
        do+#+#+to, 0.08521,
        will+need, 0.08596
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