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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156402  46.130%  (96.985% of non-spam corpus)
# Correctly spam:     128281  37.836%  (72.156% of spam corpus)
# False positives:      4862  1.434%  (3.015% of nonspam, 161249 weighted)
# False negatives:     49501  14.600%  (27.844% of spam, 122351 weighted)
# Average score for spam:  12.8    nonspam: 1.2
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              339046  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19706  96.98%
# Correctly spam:      16086  72.02%
# False positives:       614  3.02%
# False negatives:      6248  27.98%
# TCR(l=50): 0.604471  SpamRecall: 72.025%  SpamPrec: 96.323%

##### 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: 156581  97.10%
# Correctly spam:      68492  38.53%
# False positives:      4683  2.90%
# False negatives:    109290  61.47%
# TCR(l=50): 0.517651  SpamRecall: 38.526%  SpamPrec: 93.600%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19745  97.17%
# Correctly spam:       8548  38.27%
# False positives:       575  2.83%
# False negatives:     13786  61.73%
# TCR(l=50): 0.525061  SpamRecall: 38.273%  SpamPrec: 93.697%