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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 292309  38.765%  (99.584% of non-spam corpus)
# Correctly spam:     338211  44.853%  (73.442% of spam corpus)
# False positives:      1221  0.162%  (0.416% of nonspam,  68063 weighted)
# False negatives:    122306  16.220%  (26.558% of spam, 230807 weighted)
# Average score for spam:  8.2    nonspam: 0.5
# Average for false-pos:   7.1  false-neg: 1.9
# TOTAL:              754047  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36502  99.60%
# Correctly spam:      43340  75.50%
# False positives:       145  0.40%
# False negatives:     14064  24.50%
# TCR(l=50): 2.693253  SpamRecall: 75.500%  SpamPrec: 99.667%

##### 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: 283613  96.62%
# Correctly spam:     240988  52.33%
# False positives:      9917  3.38%
# False negatives:    219529  47.67%
# TCR(l=50): 0.643738  SpamRecall: 52.330%  SpamPrec: 96.048%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35441  96.71%
# Correctly spam:      30180  52.57%
# False positives:      1206  3.29%
# False negatives:     27224  47.43%
# TCR(l=50): 0.655866  SpamRecall: 52.575%  SpamPrec: 96.158%