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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 186658  46.194%  (99.626% of non-spam corpus)
# Correctly spam:     118881  29.421%  (54.855% of spam corpus)
# False positives:       700  0.173%  (0.374% of nonspam,  47593 weighted)
# False negatives:     97836  24.212%  (45.145% of spam, 214101 weighted)
# Average score for spam:  7.9    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              404075  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23418  99.59%
# Correctly spam:      14851  54.68%
# False positives:        97  0.41%
# False negatives:     12309  45.32%
# TCR(l=50): 1.582843  SpamRecall: 54.680%  SpamPrec: 99.351%

##### 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: 186966  99.79%
# Correctly spam:      86836  40.07%
# False positives:       392  0.21%
# False negatives:    129881  59.93%
# TCR(l=50): 1.449796  SpamRecall: 40.069%  SpamPrec: 99.551%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23465  99.79%
# Correctly spam:      10857  39.97%
# False positives:        50  0.21%
# False negatives:     16303  60.03%
# TCR(l=50): 1.444450  SpamRecall: 39.974%  SpamPrec: 99.542%