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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 121727  21.002%  (98.173% of non-spam corpus)
# Correctly spam:     412637  71.193%  (90.567% of spam corpus)
# False positives:      2265  0.391%  (1.827% of nonspam, 265611 weighted)
# False negatives:     42976  7.415%  (9.433% of spam, 131151 weighted)
# Average score for spam:  14.5    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 3.1
# TOTAL:              579605  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15261  98.06%
# Correctly spam:      51724  91.07%
# False positives:       302  1.94%
# False negatives:      5072  8.93%
# TCR(l=50): 2.815586  SpamRecall: 91.070%  SpamPrec: 99.420%

##### 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: 121792  98.23%
# Correctly spam:      94334  20.70%
# False positives:      2200  1.77%
# False negatives:    361279  79.30%
# TCR(l=50): 0.966759  SpamRecall: 20.705%  SpamPrec: 97.721%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15283  98.20%
# Correctly spam:      11884  20.92%
# False positives:       280  1.80%
# False negatives:     44912  79.08%
# TCR(l=50): 0.964082  SpamRecall: 20.924%  SpamPrec: 97.698%