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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174762  45.393%  (99.487% of non-spam corpus)
# Correctly spam:     150465  39.082%  (71.878% of spam corpus)
# False positives:       901  0.234%  (0.513% of nonspam,  78423 weighted)
# False negatives:     58870  15.291%  (28.122% of spam, 136279 weighted)
# Average score for spam:  10.5    nonspam: -1.3
# Average for false-pos:   7.3  false-neg: 2.3
# TOTAL:              384998  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21969  99.48%
# Correctly spam:      18854  71.96%
# False positives:       115  0.52%
# False negatives:      7346  28.04%
# TCR(l=50): 2.000611  SpamRecall: 71.962%  SpamPrec: 99.394%

##### 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: 175019  99.63%
# Correctly spam:      93568  44.70%
# False positives:       644  0.37%
# False negatives:    115767  55.30%
# TCR(l=50): 1.414741  SpamRecall: 44.698%  SpamPrec: 99.316%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22005  99.64%
# Correctly spam:      11645  44.45%
# False positives:        79  0.36%
# False negatives:     14555  55.55%
# TCR(l=50): 1.415834  SpamRecall: 44.447%  SpamPrec: 99.326%