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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 192451  47.007%  (96.317% of non-spam corpus)
# Correctly spam:     111948  27.344%  (53.411% of spam corpus)
# False positives:      7360  1.798%  (3.683% of nonspam, 239533 weighted)
# False negatives:     97649  23.851%  (46.589% of spam, 246989 weighted)
# Average score for spam:  10.0    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              409408  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24092  96.45%
# Correctly spam:      14156  53.98%
# False positives:       887  3.55%
# False negatives:     12070  46.02%
# TCR(l=50): 0.464835  SpamRecall: 53.977%  SpamPrec: 94.104%

##### 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: 193825  97.00%
# Correctly spam:      49743  23.73%
# False positives:      5986  3.00%
# False negatives:    159854  76.27%
# TCR(l=50): 0.456485  SpamRecall: 23.733%  SpamPrec: 89.259%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24286  97.23%
# Correctly spam:       6146  23.43%
# False positives:       693  2.77%
# False negatives:     20080  76.57%
# TCR(l=50): 0.479189  SpamRecall: 23.435%  SpamPrec: 89.867%