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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 236230  21.844%  (97.818% of non-spam corpus)
# Correctly spam:     455968  42.163%  (54.286% of spam corpus)
# False positives:      5270  0.487%  (2.182% of nonspam, 537777 weighted)
# False negatives:    383974  35.506%  (45.714% of spam, 858915 weighted)
# Average score for spam:  5.6    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.2
# TOTAL:              1081442  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29491  97.60%
# Correctly spam:      57261  54.67%
# False positives:       725  2.40%
# False negatives:     47474  45.33%
# TCR(l=50): 1.250956  SpamRecall: 54.672%  SpamPrec: 98.750%

##### 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: 236630  97.98%
# Correctly spam:     347741  41.40%
# False positives:      4870  2.02%
# False negatives:    492201  58.60%
# TCR(l=50): 1.141689  SpamRecall: 41.401%  SpamPrec: 98.619%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29585  97.91%
# Correctly spam:      43397  41.44%
# False positives:       631  2.09%
# False negatives:     61338  58.56%
# TCR(l=50): 1.127541  SpamRecall: 41.435%  SpamPrec: 98.567%