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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180492  43.620%  (97.751% of non-spam corpus)
# Correctly spam:     146214  35.336%  (63.809% of spam corpus)
# False positives:      4152  1.003%  (2.249% of nonspam, 152659 weighted)
# False negatives:     82928  20.041%  (36.191% of spam, 210239 weighted)
# Average score for spam:  6.6    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              413786  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22639  97.70%
# Correctly spam:      18447  64.26%
# False positives:       534  2.30%
# False negatives:     10260  35.74%
# TCR(l=50): 0.776705  SpamRecall: 64.260%  SpamPrec: 97.187%

##### 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: 180469  97.74%
# Correctly spam:      35145  15.34%
# False positives:      4175  2.26%
# False negatives:    193997  84.66%
# TCR(l=50): 0.568948  SpamRecall: 15.338%  SpamPrec: 89.382%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22636  97.68%
# Correctly spam:       4398  15.32%
# False positives:       537  2.32%
# False negatives:     24309  84.68%
# TCR(l=50): 0.561133  SpamRecall: 15.320%  SpamPrec: 89.119%