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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126645  33.582%  (98.892% of non-spam corpus)
# Correctly spam:     206671  54.802%  (82.980% of spam corpus)
# False positives:      1419  0.376%  (1.108% of nonspam, 177574 weighted)
# False negatives:     42390  11.240%  (17.020% of spam, 114618 weighted)
# Average score for spam:  10.3    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              377125  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15926  98.97%
# Correctly spam:      25759  82.93%
# False positives:       165  1.03%
# False negatives:      5301  17.07%
# TCR(l=50): 2.292082  SpamRecall: 82.933%  SpamPrec: 99.364%

##### 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: 127212  99.33%
# Correctly spam:     139414  55.98%
# False positives:       852  0.67%
# False negatives:    109647  44.02%
# TCR(l=50): 1.635901  SpamRecall: 55.976%  SpamPrec: 99.393%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15988  99.36%
# Correctly spam:      17278  55.63%
# False positives:       103  0.64%
# False negatives:     13782  44.37%
# TCR(l=50): 1.640608  SpamRecall: 55.628%  SpamPrec: 99.407%