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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171323  44.033%  (97.587% of non-spam corpus)
# Correctly spam:     137650  35.378%  (64.467% of spam corpus)
# False positives:      4237  1.089%  (2.413% of nonspam, 160573 weighted)
# False negatives:     75871  19.500%  (35.533% of spam, 193054 weighted)
# Average score for spam:  8.8    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              389081  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21478  97.33%
# Correctly spam:      17221  64.43%
# False positives:       590  2.67%
# False negatives:      9509  35.57%
# TCR(l=50): 0.685226  SpamRecall: 64.426%  SpamPrec: 96.687%

##### 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: 172491  98.25%
# Correctly spam:      68449  32.06%
# False positives:      3069  1.75%
# False negatives:    145072  67.94%
# TCR(l=50): 0.715261  SpamRecall: 32.057%  SpamPrec: 95.709%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21663  98.16%
# Correctly spam:       8656  32.38%
# False positives:       405  1.84%
# False negatives:     18074  67.62%
# TCR(l=50): 0.697474  SpamRecall: 32.383%  SpamPrec: 95.530%