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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 921597  59.569%  (99.645% of non-spam corpus)
# Correctly spam:     354827  22.935%  (57.025% of spam corpus)
# False positives:      3285  0.212%  (0.355% of nonspam,  70512 weighted)
# False negatives:    267407  17.284%  (42.975% of spam, 586198 weighted)
# Average score for spam:  8.1    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              1547116  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 114875  99.52%
# Correctly spam:      44409  57.16%
# False positives:       550  0.48%
# False negatives:     33287  42.84%
# TCR(l=50): 1.278168  SpamRecall: 57.157%  SpamPrec: 98.777%

##### 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: 912641  98.68%
# Correctly spam:     260399  41.85%
# False positives:     12241  1.32%
# False negatives:    361835  58.15%
# TCR(l=50): 0.638919  SpamRecall: 41.849%  SpamPrec: 95.510%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 113830  98.62%
# Correctly spam:      32405  41.71%
# False positives:      1595  1.38%
# False negatives:     45291  58.29%
# TCR(l=50): 0.621364  SpamRecall: 41.707%  SpamPrec: 95.309%