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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153812  35.060%  (98.352% of non-spam corpus)
# Correctly spam:     263014  59.951%  (93.161% of spam corpus)
# False positives:      2577  0.587%  (1.648% of nonspam, 159190 weighted)
# False negatives:     19309  4.401%  (6.839% of spam,  54404 weighted)
# Average score for spam:  13.4    nonspam: -0.4
# Average for false-pos:   6.8  false-neg: 2.8
# TOTAL:              438712  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19372  98.47%
# Correctly spam:      32831  92.98%
# False positives:       300  1.53%
# False negatives:      2480  7.02%
# TCR(l=50): 2.020080  SpamRecall: 92.977%  SpamPrec: 99.095%

##### 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: 154853  99.02%
# Correctly spam:     189461  67.11%
# False positives:      1536  0.98%
# False negatives:     92862  32.89%
# TCR(l=50): 1.664032  SpamRecall: 67.108%  SpamPrec: 99.196%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19476  99.00%
# Correctly spam:      23801  67.40%
# False positives:       196  1.00%
# False negatives:     11510  32.60%
# TCR(l=50): 1.657015  SpamRecall: 67.404%  SpamPrec: 99.183%