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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 353061  56.191%  (99.629% of non-spam corpus)
# Correctly spam:     160017  25.467%  (58.412% of spam corpus)
# False positives:      1316  0.209%  (0.371% of nonspam,  63634 weighted)
# False negatives:    113927  18.132%  (41.588% of spam, 172059 weighted)
# Average score for spam:  8.4    nonspam: 0.1
# Average for false-pos:   6.3  false-neg: 1.5
# TOTAL:              628321  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43981  99.58%
# Correctly spam:      20070  58.60%
# False positives:       186  0.42%
# False negatives:     14177  41.40%
# TCR(l=50): 1.458747  SpamRecall: 58.604%  SpamPrec: 99.082%

##### 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: 353334  99.71%
# Correctly spam:      93485  34.13%
# False positives:      1043  0.29%
# False negatives:    180459  65.87%
# TCR(l=50): 1.177702  SpamRecall: 34.126%  SpamPrec: 98.897%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44004  99.63%
# Correctly spam:      11874  34.67%
# False positives:       163  0.37%
# False negatives:     22373  65.33%
# TCR(l=50): 1.122006  SpamRecall: 34.672%  SpamPrec: 98.646%