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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173382  17.549%  (96.832% of non-spam corpus)
# Correctly spam:     187339  18.962%  (23.159% of spam corpus)
# False positives:      5673  0.574%  (3.168% of nonspam, 772917 weighted)
# False negatives:    621574  62.914%  (76.841% of spam, 406556 weighted)
# Average score for spam:  2.8    nonspam: 1.2
# Average for false-pos:   6.0  false-neg: 0.7
# TOTAL:              987968  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21756  96.72%
# Correctly spam:      23272  23.08%
# False positives:       737  3.28%
# False negatives:     77553  76.92%
# TCR(l=50): 0.881314  SpamRecall: 23.082%  SpamPrec: 96.930%

##### 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: 173715  97.02%
# Correctly spam:      68927  8.52%
# False positives:      5340  2.98%
# False negatives:    739986  91.48%
# TCR(l=50): 0.803301  SpamRecall: 8.521%  SpamPrec: 92.810%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21822  97.02%
# Correctly spam:       8559  8.49%
# False positives:       671  2.98%
# False negatives:     92266  91.51%
# TCR(l=50): 0.801369  SpamRecall: 8.489%  SpamPrec: 92.730%