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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 121787  40.545%  (97.472% of non-spam corpus)
# Correctly spam:     128667  42.836%  (73.345% of spam corpus)
# False positives:      3159  1.052%  (2.528% of nonspam, 130708 weighted)
# False negatives:     46759  15.567%  (26.655% of spam, 118769 weighted)
# Average score for spam:  8.8    nonspam: 1.0
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              300372  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15232  97.16%
# Correctly spam:      16237  73.64%
# False positives:       446  2.84%
# False negatives:      5811  26.36%
# TCR(l=50): 0.784319  SpamRecall: 73.644%  SpamPrec: 97.327%

##### 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: 121396  97.16%
# Correctly spam:      87909  50.11%
# False positives:      3550  2.84%
# False negatives:     87517  49.89%
# TCR(l=50): 0.661942  SpamRecall: 50.112%  SpamPrec: 96.118%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15224  97.10%
# Correctly spam:      11153  50.59%
# False positives:       454  2.90%
# False negatives:     10895  49.41%
# TCR(l=50): 0.656288  SpamRecall: 50.585%  SpamPrec: 96.089%