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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 267718  37.392%  (99.548% of non-spam corpus)
# Correctly spam:     254291  35.517%  (56.883% of spam corpus)
# False positives:      1216  0.170%  (0.452% of nonspam, 128109 weighted)
# False negatives:    192750  26.921%  (43.117% of spam, 376150 weighted)
# Average score for spam:  8.2    nonspam: -0.1
# Average for false-pos:   6.3  false-neg: 2.0
# TOTAL:              715975  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33474  99.55%
# Correctly spam:      31732  56.93%
# False positives:       150  0.45%
# False negatives:     24006  43.07%
# TCR(l=50): 1.769123  SpamRecall: 56.931%  SpamPrec: 99.530%

##### 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: 267518  99.47%
# Correctly spam:     148099  33.13%
# False positives:      1416  0.53%
# False negatives:    298942  66.87%
# TCR(l=50): 1.209062  SpamRecall: 33.129%  SpamPrec: 99.053%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33450  99.48%
# Correctly spam:      18381  32.98%
# False positives:       174  0.52%
# False negatives:     37357  67.02%
# TCR(l=50): 1.210196  SpamRecall: 32.978%  SpamPrec: 99.062%