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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143904  17.071%  (93.829% of non-spam corpus)
# Correctly spam:     428019  50.774%  (62.067% of spam corpus)
# False positives:      9465  1.123%  (6.171% of nonspam, 1115655 weighted)
# False negatives:    261593  31.032%  (37.933% of spam, 509737 weighted)
# Average score for spam:  6.1    nonspam: 0.8
# Average for false-pos:   5.2  false-neg: 1.9
# TOTAL:              842981  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18065  93.63%
# Correctly spam:      53261  61.92%
# False positives:      1230  6.37%
# False negatives:     32748  38.08%
# TCR(l=50): 0.912582  SpamRecall: 61.925%  SpamPrec: 97.743%

##### 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: 151464  98.76%
# Correctly spam:     190626  27.64%
# False positives:      1905  1.24%
# False negatives:    498986  72.36%
# TCR(l=50): 1.160502  SpamRecall: 27.643%  SpamPrec: 99.011%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19055  98.76%
# Correctly spam:      23740  27.60%
# False positives:       240  1.24%
# False negatives:     62269  72.40%
# TCR(l=50): 1.158074  SpamRecall: 27.602%  SpamPrec: 98.999%