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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155674  19.418%  (99.581% of non-spam corpus)
# Correctly spam:     565286  70.513%  (87.594% of spam corpus)
# False positives:       655  0.082%  (0.419% of nonspam, 183423 weighted)
# False negatives:     80065  9.987%  (12.406% of spam, 180844 weighted)
# Average score for spam:  18.4    nonspam: -0.8
# Average for false-pos:   6.8  false-neg: 2.3
# TOTAL:              801680  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19581  99.59%
# Correctly spam:      70574  87.65%
# False positives:        81  0.41%
# False negatives:      9943  12.35%
# TCR(l=50): 5.754091  SpamRecall: 87.651%  SpamPrec: 99.885%

##### 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: 153945  98.48%
# Correctly spam:     347567  53.86%
# False positives:      2384  1.52%
# False negatives:    297784  46.14%
# TCR(l=50): 1.547664  SpamRecall: 53.857%  SpamPrec: 99.319%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19386  98.60%
# Correctly spam:      43536  54.07%
# False positives:       276  1.40%
# False negatives:     36981  45.93%
# TCR(l=50): 1.585573  SpamRecall: 54.071%  SpamPrec: 99.370%