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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 594095  48.452%  (99.880% of non-spam corpus)
# Correctly spam:     589753  48.098%  (93.413% of spam corpus)
# False positives:       711  0.058%  (0.120% of nonspam,  47990 weighted)
# False negatives:     41583  3.391%  (6.587% of spam,  75258 weighted)
# Average score for spam:  16.8    nonspam: -2.3
# Average for false-pos:   6.4  false-neg: 1.8
# TOTAL:              1226142  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  74189  99.85%
# Correctly spam:      73503  93.28%
# False positives:       110  0.15%
# False negatives:      5296  6.72%
# TCR(l=50): 7.298907  SpamRecall: 93.279%  SpamPrec: 99.851%

##### 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: 592137  99.55%
# Correctly spam:     424645  67.26%
# False positives:      2669  0.45%
# False negatives:    206691  32.74%
# TCR(l=50): 1.856101  SpamRecall: 67.261%  SpamPrec: 99.375%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  73962  99.55%
# Correctly spam:      52991  67.25%
# False positives:       337  0.45%
# False negatives:     25808  32.75%
# TCR(l=50): 1.847227  SpamRecall: 67.248%  SpamPrec: 99.368%