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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175718  49.031%  (99.257% of non-spam corpus)
# Correctly spam:     163690  45.675%  (90.263% of spam corpus)
# False positives:      1316  0.367%  (0.743% of nonspam,  88059 weighted)
# False negatives:     17658  4.927%  (9.737% of spam,  45318 weighted)
# Average score for spam:  12.8    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.6
# TOTAL:              358382  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22093  99.27%
# Correctly spam:      20601  90.45%
# False positives:       163  0.73%
# False negatives:      2175  9.55%
# TCR(l=50): 2.205908  SpamRecall: 90.450%  SpamPrec: 99.215%

##### 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: 176325  99.60%
# Correctly spam:      95320  52.56%
# False positives:       709  0.40%
# False negatives:     86028  47.44%
# TCR(l=50): 1.492846  SpamRecall: 52.562%  SpamPrec: 99.262%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22167  99.60%
# Correctly spam:      11867  52.10%
# False positives:        89  0.40%
# False negatives:     10909  47.90%
# TCR(l=50): 1.482909  SpamRecall: 52.103%  SpamPrec: 99.256%