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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161583  14.650%  (94.238% of non-spam corpus)
# Correctly spam:     644020  58.391%  (69.139% of spam corpus)
# False positives:      9879  0.896%  (5.762% of nonspam, 1646846 weighted)
# False negatives:    287461  26.063%  (30.861% of spam, 598063 weighted)
# Average score for spam:  6.8    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              1102943  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20306  94.03%
# Correctly spam:      80191  69.00%
# False positives:      1290  5.97%
# False negatives:     36035  31.00%
# TCR(l=50): 1.156075  SpamRecall: 68.996%  SpamPrec: 98.417%

##### 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: 162509  94.78%
# Correctly spam:      87098  9.35%
# False positives:      8953  5.22%
# False negatives:    844383  90.65%
# TCR(l=50): 0.720942  SpamRecall: 9.350%  SpamPrec: 90.679%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20469  94.78%
# Correctly spam:      10905  9.38%
# False positives:      1127  5.22%
# False negatives:    105321  90.62%
# TCR(l=50): 0.718904  SpamRecall: 9.383%  SpamPrec: 90.633%