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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143150  49.916%  (97.772% of non-spam corpus)
# Correctly spam:     128572  44.833%  (91.594% of spam corpus)
# False positives:      3262  1.137%  (2.228% of nonspam,  98534 weighted)
# False negatives:     11799  4.114%  (8.406% of spam,  29421 weighted)
# Average score for spam:  13.2    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              286783  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17958  97.75%
# Correctly spam:      16224  92.16%
# False positives:       413  2.25%
# False negatives:      1381  7.84%
# TCR(l=50): 0.799101  SpamRecall: 92.156%  SpamPrec: 97.518%

##### 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: 144993  99.03%
# Correctly spam:      76660  54.61%
# False positives:      1419  0.97%
# False negatives:     63711  45.39%
# TCR(l=50): 1.042403  SpamRecall: 54.612%  SpamPrec: 98.183%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18205  99.10%
# Correctly spam:       9648  54.80%
# False positives:       166  0.90%
# False negatives:      7957  45.20%
# TCR(l=50): 1.082918  SpamRecall: 54.803%  SpamPrec: 98.309%