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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167316  45.002%  (98.165% of non-spam corpus)
# Correctly spam:     190469  51.229%  (94.593% of spam corpus)
# False positives:      3128  0.841%  (1.835% of nonspam, 115902 weighted)
# False negatives:     10887  2.928%  (5.407% of spam,  31712 weighted)
# Average score for spam:  13.1    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              371800  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21038  98.03%
# Correctly spam:      23775  94.43%
# False positives:       423  1.97%
# False negatives:      1403  5.57%
# TCR(l=50): 1.116392  SpamRecall: 94.428%  SpamPrec: 98.252%

##### 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: 169104  99.21%
# Correctly spam:     120340  59.76%
# False positives:      1340  0.79%
# False negatives:     81016  40.24%
# TCR(l=50): 1.360366  SpamRecall: 59.765%  SpamPrec: 98.899%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21277  99.14%
# Correctly spam:      15067  59.84%
# False positives:       184  0.86%
# False negatives:     10111  40.16%
# TCR(l=50): 1.303816  SpamRecall: 59.842%  SpamPrec: 98.794%