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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145439  48.529%  (97.508% of non-spam corpus)
# Correctly spam:     135445  45.194%  (89.972% of spam corpus)
# False positives:      3717  1.240%  (2.492% of nonspam, 118950 weighted)
# False negatives:     15097  5.037%  (10.028% of spam,  38103 weighted)
# Average score for spam:  12.5    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              299698  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18247  97.51%
# Correctly spam:      17130  90.52%
# False positives:       465  2.49%
# False negatives:      1794  9.48%
# TCR(l=50): 0.755630  SpamRecall: 90.520%  SpamPrec: 97.357%

##### 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: 147504  98.89%
# Correctly spam:      80304  53.34%
# False positives:      1652  1.11%
# False negatives:     70238  46.66%
# TCR(l=50): 0.984978  SpamRecall: 53.343%  SpamPrec: 97.984%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18507  98.90%
# Correctly spam:      10155  53.66%
# False positives:       205  1.10%
# False negatives:      8769  46.34%
# TCR(l=50): 0.995005  SpamRecall: 53.662%  SpamPrec: 98.021%