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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172735  27.994%  (99.563% of non-spam corpus)
# Correctly spam:     261904  42.445%  (59.048% of spam corpus)
# False positives:       758  0.123%  (0.437% of nonspam, 120541 weighted)
# False negatives:    181643  29.438%  (40.952% of spam, 427199 weighted)
# Average score for spam:  7.1    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              617040  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21698  99.52%
# Correctly spam:      32725  59.20%
# False positives:       104  0.48%
# False negatives:     22555  40.80%
# TCR(l=50): 1.991713  SpamRecall: 59.199%  SpamPrec: 99.683%

##### 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: 173070  99.76%
# Correctly spam:      96842  21.83%
# False positives:       423  0.24%
# False negatives:    346705  78.17%
# TCR(l=50): 1.205766  SpamRecall: 21.834%  SpamPrec: 99.565%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21754  99.78%
# Correctly spam:      12024  21.75%
# False positives:        48  0.22%
# False negatives:     43256  78.25%
# TCR(l=50): 1.210794  SpamRecall: 21.751%  SpamPrec: 99.602%