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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 103986  7.815%  (99.867% of non-spam corpus)
# Correctly spam:     1182211  88.851%  (96.395% of spam corpus)
# False positives:       139  0.010%  (0.133% of nonspam,  99179 weighted)
# False negatives:     44216  3.323%  (3.605% of spam,  88329 weighted)
# Average score for spam:  20.9    nonspam: -0.6
# Average for false-pos:   6.1  false-neg: 2.0
# TOTAL:              1330552  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  13133  99.81%
# Correctly spam:     147647  96.35%
# False positives:        25  0.19%
# False negatives:      5594  3.65%
# TCR(l=50): 22.390561  SpamRecall: 96.350%  SpamPrec: 99.983%

##### 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: 101993  97.95%
# Correctly spam:     866398  70.64%
# False positives:      2132  2.05%
# False negatives:    360029  29.36%
# TCR(l=50): 2.628270  SpamRecall: 70.644%  SpamPrec: 99.755%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  12881  97.89%
# Correctly spam:     108347  70.70%
# False positives:       277  2.11%
# False negatives:     44894  29.30%
# TCR(l=50): 2.608624  SpamRecall: 70.704%  SpamPrec: 99.745%