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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151859  38.103%  (99.429% of non-spam corpus)
# Correctly spam:     149512  37.515%  (60.823% of spam corpus)
# False positives:       872  0.219%  (0.571% of nonspam, 100304 weighted)
# False negatives:     96301  24.163%  (39.177% of spam, 254526 weighted)
# Average score for spam:  8.7    nonspam: -0.5
# Average for false-pos:   7.1  false-neg: 2.6
# TOTAL:              398544  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19087  99.40%
# Correctly spam:      18659  60.81%
# False positives:       116  0.60%
# False negatives:     12026  39.19%
# TCR(l=50): 1.721362  SpamRecall: 60.808%  SpamPrec: 99.382%

##### 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: 152214  99.66%
# Correctly spam:      80332  32.68%
# False positives:       517  0.34%
# False negatives:    165481  67.32%
# TCR(l=50): 1.284753  SpamRecall: 32.680%  SpamPrec: 99.361%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19138  99.66%
# Correctly spam:      10090  32.88%
# False positives:        65  0.34%
# False negatives:     20595  67.12%
# TCR(l=50): 1.286853  SpamRecall: 32.883%  SpamPrec: 99.360%