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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 477897  43.265%  (99.647% of non-spam corpus)
# Correctly spam:     558538  50.566%  (89.367% of spam corpus)
# False positives:      1695  0.153%  (0.353% of nonspam, 206210 weighted)
# False negatives:     66453  6.016%  (10.633% of spam, 135515 weighted)
# Average score for spam:  15.6    nonspam: -2.0
# Average for false-pos:   9.3  false-neg: 2.0
# TOTAL:              1104583  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  59666  99.67%
# Correctly spam:      69689  89.29%
# False positives:       195  0.33%
# False negatives:      8360  10.71%
# TCR(l=50): 4.309718  SpamRecall: 89.289%  SpamPrec: 99.721%

##### 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: 476652  99.39%
# Correctly spam:     456076  72.97%
# False positives:      2940  0.61%
# False negatives:    168915  27.03%
# TCR(l=50): 1.978352  SpamRecall: 72.973%  SpamPrec: 99.359%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  59512  99.42%
# Correctly spam:      56984  73.01%
# False positives:       349  0.58%
# False negatives:     21065  26.99%
# TCR(l=50): 2.026457  SpamRecall: 73.011%  SpamPrec: 99.391%