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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 575413  47.111%  (99.668% of non-spam corpus)
# Correctly spam:     508338  41.620%  (78.927% of spam corpus)
# False positives:      1916  0.157%  (0.332% of nonspam,  62642 weighted)
# False negatives:    135724  11.112%  (21.073% of spam, 309700 weighted)
# Average score for spam:  13.2    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1221391  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71740  99.57%
# Correctly spam:      63542  79.08%
# False positives:       308  0.43%
# False negatives:     16808  20.92%
# TCR(l=50): 2.494722  SpamRecall: 79.082%  SpamPrec: 99.518%

##### 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: 563954  97.68%
# Correctly spam:     295454  45.87%
# False positives:     13375  2.32%
# False negatives:    348608  54.13%
# TCR(l=50): 0.633073  SpamRecall: 45.874%  SpamPrec: 95.669%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70318  97.60%
# Correctly spam:      36665  45.63%
# False positives:      1730  2.40%
# False negatives:     43685  54.37%
# TCR(l=50): 0.617199  SpamRecall: 45.632%  SpamPrec: 95.494%