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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151322  30.682%  (98.060% of non-spam corpus)
# Correctly spam:     306956  62.238%  (90.578% of spam corpus)
# False positives:      2994  0.607%  (1.940% of nonspam, 218275 weighted)
# False negatives:     31928  6.474%  (9.422% of spam,  91960 weighted)
# Average score for spam:  16.6    nonspam: 0.4
# Average for false-pos:   6.6  false-neg: 2.9
# TOTAL:              493200  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19019  97.99%
# Correctly spam:      38035  90.03%
# False positives:       391  2.01%
# False negatives:      4211  9.97%
# TCR(l=50): 1.777955  SpamRecall: 90.032%  SpamPrec: 98.982%

##### 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: 152961  99.12%
# Correctly spam:     145793  43.02%
# False positives:      1355  0.88%
# False negatives:    193091  56.98%
# TCR(l=50): 1.299198  SpamRecall: 43.022%  SpamPrec: 99.079%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19242  99.13%
# Correctly spam:      18195  43.07%
# False positives:       168  0.87%
# False negatives:     24051  56.93%
# TCR(l=50): 1.301840  SpamRecall: 43.069%  SpamPrec: 99.085%