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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 198448  43.707%  (99.536% of non-spam corpus)
# Correctly spam:     209494  46.140%  (82.262% of spam corpus)
# False positives:       926  0.204%  (0.464% of nonspam,  84376 weighted)
# False negatives:     45174  9.949%  (17.738% of spam, 116406 weighted)
# Average score for spam:  12.7    nonspam: -2.2
# Average for false-pos:   7.1  false-neg: 2.6
# TOTAL:              454042  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24805  99.51%
# Correctly spam:      26106  82.06%
# False positives:       122  0.49%
# False negatives:      5707  17.94%
# TCR(l=50): 2.694419  SpamRecall: 82.061%  SpamPrec: 99.535%

##### 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: 198239  99.43%
# Correctly spam:     143836  56.48%
# False positives:      1135  0.57%
# False negatives:    110832  43.52%
# TCR(l=50): 1.519662  SpamRecall: 56.480%  SpamPrec: 99.217%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24790  99.45%
# Correctly spam:      18065  56.78%
# False positives:       137  0.55%
# False negatives:     13748  43.22%
# TCR(l=50): 1.544470  SpamRecall: 56.785%  SpamPrec: 99.247%