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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 103988  7.815%  (99.860% of non-spam corpus)
# Correctly spam:     1181675  88.807%  (96.347% of spam corpus)
# False positives:       146  0.011%  (0.140% of nonspam, 104234 weighted)
# False negatives:     44805  3.367%  (3.653% of spam,  91049 weighted)
# Average score for spam:  23.2    nonspam: -0.6
# Average for false-pos:   6.1  false-neg: 2.0
# TOTAL:              1330614  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  13121  99.71%
# Correctly spam:     147607  96.32%
# False positives:        38  0.29%
# False negatives:      5643  3.68%
# TCR(l=50): 20.316850  SpamRecall: 96.318%  SpamPrec: 99.974%

##### 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: 102007  97.96%
# Correctly spam:     866424  70.64%
# False positives:      2127  2.04%
# False negatives:    360056  29.36%
# TCR(l=50): 2.629640  SpamRecall: 70.643%  SpamPrec: 99.755%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  12885  97.92%
# Correctly spam:     108412  70.74%
# False positives:       274  2.08%
# False negatives:     44838  29.26%
# TCR(l=50): 2.617958  SpamRecall: 70.742%  SpamPrec: 99.748%