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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 839211  43.036%  (99.645% of non-spam corpus)
# Correctly spam:     910810  46.707%  (82.215% of spam corpus)
# False positives:      2991  0.153%  (0.355% of nonspam, 114702 weighted)
# False negatives:    197027  10.104%  (17.785% of spam, 462837 weighted)
# Average score for spam:  9.0    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.3
# TOTAL:              1950039  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 104541  99.59%
# Correctly spam:     113809  82.35%
# False positives:       430  0.41%
# False negatives:     24397  17.65%
# TCR(l=50): 3.011221  SpamRecall: 82.347%  SpamPrec: 99.624%

##### 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: 824060  97.85%
# Correctly spam:     717308  64.75%
# False positives:     18142  2.15%
# False negatives:    390529  35.25%
# TCR(l=50): 0.853739  SpamRecall: 64.749%  SpamPrec: 97.533%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 102732  97.87%
# Correctly spam:      89507  64.76%
# False positives:      2239  2.13%
# False negatives:     48699  35.24%
# TCR(l=50): 0.860298  SpamRecall: 64.763%  SpamPrec: 97.560%