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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 159670  35.691%  (98.056% of non-spam corpus)
# Correctly spam:     257454  57.548%  (90.482% of spam corpus)
# False positives:      3165  0.707%  (1.944% of nonspam, 188914 weighted)
# False negatives:     27081  6.053%  (9.518% of spam,  63986 weighted)
# Average score for spam:  12.9    nonspam: 0.0
# Average for false-pos:   6.8  false-neg: 2.4
# TOTAL:              447370  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20149  98.16%
# Correctly spam:      32313  90.80%
# False positives:       377  1.84%
# False negatives:      3274  9.20%
# TCR(l=50): 1.608525  SpamRecall: 90.800%  SpamPrec: 98.847%

##### 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: 160801  98.75%
# Correctly spam:     190817  67.06%
# False positives:      2034  1.25%
# False negatives:     93718  32.94%
# TCR(l=50): 1.456033  SpamRecall: 67.063%  SpamPrec: 98.945%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20285  98.83%
# Correctly spam:      24004  67.45%
# False positives:       241  1.17%
# False negatives:     11583  32.55%
# TCR(l=50): 1.505818  SpamRecall: 67.452%  SpamPrec: 99.006%