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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166870  16.233%  (93.182% of non-spam corpus)
# Correctly spam:     673215  65.489%  (79.305% of spam corpus)
# False positives:     12209  1.188%  (6.818% of nonspam, 1544065 weighted)
# False negatives:    175681  17.090%  (20.695% of spam, 359945 weighted)
# Average score for spam:  8.0    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 2.0
# TOTAL:              1027975  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21015  93.42%
# Correctly spam:      84638  79.97%
# False positives:      1480  6.58%
# False negatives:     21205  20.03%
# TCR(l=50): 1.111738  SpamRecall: 79.966%  SpamPrec: 98.281%

##### 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: 177234  98.97%
# Correctly spam:     190089  22.39%
# False positives:      1845  1.03%
# False negatives:    658807  77.61%
# TCR(l=50): 1.130268  SpamRecall: 22.392%  SpamPrec: 99.039%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22245  98.89%
# Correctly spam:      23499  22.20%
# False positives:       250  1.11%
# False negatives:     82344  77.80%
# TCR(l=50): 1.115969  SpamRecall: 22.202%  SpamPrec: 98.947%