##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180765  57.661%  (99.143% of non-spam corpus)
# Correctly spam:     100237  31.974%  (76.418% of spam corpus)
# False positives:      1563  0.499%  (0.857% of nonspam,  76378 weighted)
# False negatives:     30933  9.867%  (23.582% of spam,  82080 weighted)
# Average score for spam:  11.7    nonspam: -1.1
# Average for false-pos:   6.8  false-neg: 2.7
# TOTAL:              313498  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22691  99.08%
# Correctly spam:      12601  76.55%
# False positives:       210  0.92%
# False negatives:      3860  23.45%
# TCR(l=50): 1.146309  SpamRecall: 76.551%  SpamPrec: 98.361%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181705  99.66%
# Correctly spam:      62247  47.46%
# False positives:       623  0.34%
# False negatives:     68923  52.54%
# TCR(l=50): 1.310743  SpamRecall: 47.455%  SpamPrec: 99.009%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22829  99.69%
# Correctly spam:       7783  47.28%
# False positives:        72  0.31%
# False negatives:      8678  52.72%
# TCR(l=50): 1.340691  SpamRecall: 47.281%  SpamPrec: 99.083%