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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164274  41.439%  (96.152% of non-spam corpus)
# Correctly spam:     192062  48.449%  (85.144% of spam corpus)
# False positives:      6574  1.658%  (3.848% of nonspam, 252861 weighted)
# False negatives:     33511  8.453%  (14.856% of spam,  99342 weighted)
# Average score for spam:  8.8    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 3.0
# TOTAL:              396421  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20610  95.81%
# Correctly spam:      23922  84.67%
# False positives:       901  4.19%
# False negatives:      4331  15.33%
# TCR(l=50): 0.572143  SpamRecall: 84.671%  SpamPrec: 96.370%

##### 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: 164150  96.08%
# Correctly spam:     146486  64.94%
# False positives:      6698  3.92%
# False negatives:     79087  35.06%
# TCR(l=50): 0.544879  SpamRecall: 64.940%  SpamPrec: 95.627%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20714  96.29%
# Correctly spam:      18303  64.78%
# False positives:       797  3.71%
# False negatives:      9950  35.22%
# TCR(l=50): 0.567329  SpamRecall: 64.783%  SpamPrec: 95.827%