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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 170224  28.862%  (99.124% of non-spam corpus)
# Correctly spam:     109116  18.501%  (26.100% of spam corpus)
# False positives:      1505  0.255%  (0.876% of nonspam, 107338 weighted)
# False negatives:    308946  52.382%  (73.900% of spam, 714904 weighted)
# Average score for spam:  3.9    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              589791  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21396  98.95%
# Correctly spam:      14273  27.40%
# False positives:       227  1.05%
# False negatives:     37813  72.60%
# TCR(l=50): 1.059455  SpamRecall: 27.403%  SpamPrec: 98.434%

##### 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: 168256  97.98%
# Correctly spam:      36126  8.64%
# False positives:      3473  2.02%
# False negatives:    381936  91.36%
# TCR(l=50): 0.752470  SpamRecall: 8.641%  SpamPrec: 91.230%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21190  98.00%
# Correctly spam:       4604  8.84%
# False positives:       433  2.00%
# False negatives:     47482  91.16%
# TCR(l=50): 0.753428  SpamRecall: 8.839%  SpamPrec: 91.404%
