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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178594  40.635%  (95.868% of non-spam corpus)
# Correctly spam:     221311  50.355%  (87.401% of spam corpus)
# False positives:      7697  1.751%  (4.132% of nonspam, 306716 weighted)
# False negatives:     31902  7.259%  (12.599% of spam,  93857 weighted)
# Average score for spam:  9.2    nonspam: 1.4
# Average for false-pos:   5.9  false-neg: 2.9
# TOTAL:              439504  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22303  95.38%
# Correctly spam:      27802  87.96%
# False positives:      1080  4.62%
# False negatives:      3805  12.04%
# TCR(l=50): 0.546787  SpamRecall: 87.962%  SpamPrec: 96.261%

##### 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: 178545  95.84%
# Correctly spam:     164719  65.05%
# False positives:      7746  4.16%
# False negatives:     88494  34.95%
# TCR(l=50): 0.532190  SpamRecall: 65.052%  SpamPrec: 95.509%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22398  95.79%
# Correctly spam:      20584  65.12%
# False positives:       985  4.21%
# False negatives:     11023  34.88%
# TCR(l=50): 0.524397  SpamRecall: 65.125%  SpamPrec: 95.433%