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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150392  20.900%  (99.136% of non-spam corpus)
# Correctly spam:     472371  65.644%  (83.180% of spam corpus)
# False positives:      1310  0.182%  (0.864% of nonspam, 323214 weighted)
# False negatives:     95521  13.274%  (16.820% of spam, 257394 weighted)
# Average score for spam:  9.1    nonspam: -0.3
# Average for false-pos:   6.6  false-neg: 2.7
# TOTAL:              719594  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18918  99.13%
# Correctly spam:      58908  83.11%
# False positives:       166  0.87%
# False negatives:     11970  16.89%
# TCR(l=50): 3.496695  SpamRecall: 83.112%  SpamPrec: 99.719%

##### 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: 150838  99.43%
# Correctly spam:     248905  43.83%
# False positives:       864  0.57%
# False negatives:    318987  56.17%
# TCR(l=50): 1.567952  SpamRecall: 43.830%  SpamPrec: 99.654%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18980  99.46%
# Correctly spam:      31136  43.93%
# False positives:       104  0.54%
# False negatives:     39742  56.07%
# TCR(l=50): 1.577099  SpamRecall: 43.929%  SpamPrec: 99.667%