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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 289533  79.488%  (99.528% of non-spam corpus)
# Correctly spam:      48298  13.260%  (65.852% of spam corpus)
# False positives:      1372  0.377%  (0.472% of nonspam,  12027 weighted)
# False negatives:     25045  6.876%  (34.148% of spam,  33398 weighted)
# Average score for spam:  8.5    nonspam: 0.7
# Average for false-pos:   7.0  false-neg: 1.3
# TOTAL:              364248  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36192  99.57%
# Correctly spam:       6109  66.09%
# False positives:       156  0.43%
# False negatives:      3135  33.91%
# TCR(l=50): 0.845359  SpamRecall: 66.086%  SpamPrec: 97.510%

##### 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: 284894  97.93%
# Correctly spam:      35078  47.83%
# False positives:      6011  2.07%
# False negatives:     38265  52.17%
# TCR(l=50): 0.216469  SpamRecall: 47.827%  SpamPrec: 85.371%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35610  97.97%
# Correctly spam:       4448  48.12%
# False positives:       738  2.03%
# False negatives:      4796  51.88%
# TCR(l=50): 0.221700  SpamRecall: 48.118%  SpamPrec: 85.769%
