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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 251800  36.376%  (99.681% of non-spam corpus)
# Correctly spam:     323855  46.785%  (73.668% of spam corpus)
# False positives:       805  0.116%  (0.319% of nonspam,  47369 weighted)
# False negatives:    115760  16.723%  (26.332% of spam, 225014 weighted)
# Average score for spam:  12.3    nonspam: 0.6
# Average for false-pos:   6.8  false-neg: 1.9
# TOTAL:              692220  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31428  99.69%
# Correctly spam:      40268  73.48%
# False positives:        99  0.31%
# False negatives:     14535  26.52%
# TCR(l=50): 2.812574  SpamRecall: 73.478%  SpamPrec: 99.755%

##### 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: 242367  95.95%
# Correctly spam:     255300  58.07%
# False positives:     10238  4.05%
# False negatives:    184315  41.93%
# TCR(l=50): 0.631436  SpamRecall: 58.074%  SpamPrec: 96.144%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30220  95.85%
# Correctly spam:      31894  58.20%
# False positives:      1307  4.15%
# False negatives:     22909  41.80%
# TCR(l=50): 0.620934  SpamRecall: 58.198%  SpamPrec: 96.063%