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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153786  53.077%  (97.033% of non-spam corpus)
# Correctly spam:      72924  25.169%  (55.559% of spam corpus)
# False positives:      4702  1.623%  (2.967% of nonspam, 118088 weighted)
# False negatives:     58330  20.132%  (44.441% of spam, 136869 weighted)
# Average score for spam:  7.6    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              289742  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19390  97.14%
# Correctly spam:       9256  56.19%
# False positives:       570  2.86%
# False negatives:      7218  43.81%
# TCR(l=50): 0.461224  SpamRecall: 56.186%  SpamPrec: 94.199%

##### 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: 154043  97.20%
# Correctly spam:      28294  21.56%
# False positives:      4445  2.80%
# False negatives:    102960  78.44%
# TCR(l=50): 0.403598  SpamRecall: 21.557%  SpamPrec: 86.423%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19441  97.40%
# Correctly spam:       3589  21.79%
# False positives:       519  2.60%
# False negatives:     12885  78.21%
# TCR(l=50): 0.424205  SpamRecall: 21.786%  SpamPrec: 87.366%