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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160888  14.735%  (93.782% of non-spam corpus)
# Correctly spam:     678993  62.186%  (73.778% of spam corpus)
# False positives:     10668  0.977%  (6.218% of nonspam, 1523197 weighted)
# False negatives:    241328  22.102%  (26.222% of spam, 387123 weighted)
# Average score for spam:  7.6    nonspam: 0.8
# Average for false-pos:   5.3  false-neg: 1.6
# TOTAL:              1091877  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20237  93.66%
# Correctly spam:      84798  73.84%
# False positives:      1371  6.34%
# False negatives:     30043  26.16%
# TCR(l=50): 1.164799  SpamRecall: 73.839%  SpamPrec: 98.409%

##### 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: 169138  98.59%
# Correctly spam:     290891  31.61%
# False positives:      2418  1.41%
# False negatives:    629430  68.39%
# TCR(l=50): 1.226555  SpamRecall: 31.608%  SpamPrec: 99.176%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21286  98.51%
# Correctly spam:      36471  31.76%
# False positives:       322  1.49%
# False negatives:     78370  68.24%
# TCR(l=50): 1.215635  SpamRecall: 31.758%  SpamPrec: 99.125%