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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 744115  52.125%  (98.358% of non-spam corpus)
# Correctly spam:     581602  40.741%  (86.673% of spam corpus)
# False positives:     12423  0.870%  (1.642% of nonspam, 934850 weighted)
# False negatives:     89430  6.264%  (13.327% of spam, 155146 weighted)
# Average score for spam:  16.3    nonspam: -2.4
# Average for false-pos:   8.5  false-neg: 1.7
# TOTAL:              1427570  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  92336  97.86%
# Correctly spam:      72532  86.61%
# False positives:      2020  2.14%
# False negatives:     11213  13.39%
# TCR(l=50): 0.746304  SpamRecall: 86.611%  SpamPrec: 97.290%

##### 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: 754163  99.69%
# Correctly spam:     344799  51.38%
# False positives:      2375  0.31%
# False negatives:    326233  48.62%
# TCR(l=50): 1.507995  SpamRecall: 51.383%  SpamPrec: 99.316%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94029  99.65%
# Correctly spam:      42879  51.20%
# False positives:       327  0.35%
# False negatives:     40866  48.80%
# TCR(l=50): 1.463664  SpamRecall: 51.202%  SpamPrec: 99.243%