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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179742  56.452%  (99.723% of non-spam corpus)
# Correctly spam:     120449  37.830%  (87.183% of spam corpus)
# False positives:       499  0.157%  (0.277% of nonspam,  23661 weighted)
# False negatives:     17708  5.562%  (12.817% of spam,  45507 weighted)
# Average score for spam:  14.6    nonspam: -0.6
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              318398  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22561  99.71%
# Correctly spam:      15094  87.18%
# False positives:        65  0.29%
# False negatives:      2219  12.82%
# TCR(l=50): 3.165661  SpamRecall: 87.183%  SpamPrec: 99.571%

##### 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: 179757  99.73%
# Correctly spam:      83477  60.42%
# False positives:       484  0.27%
# False negatives:     54680  39.58%
# TCR(l=50): 1.751483  SpamRecall: 60.422%  SpamPrec: 99.424%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22560  99.71%
# Correctly spam:      10555  60.97%
# False positives:        66  0.29%
# False negatives:      6758  39.03%
# TCR(l=50): 1.721316  SpamRecall: 60.966%  SpamPrec: 99.379%