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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 267629  33.220%  (95.366% of non-spam corpus)
# Correctly spam:     353034  43.822%  (67.247% of spam corpus)
# False positives:     13005  1.614%  (4.634% of nonspam, 703122 weighted)
# False negatives:    171946  21.343%  (32.753% of spam, 480707 weighted)
# Average score for spam:  7.4    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              805614  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33258  94.74%
# Correctly spam:      44292  67.56%
# False positives:      1845  5.26%
# False negatives:     21272  32.44%
# TCR(l=50): 0.577544  SpamRecall: 67.555%  SpamPrec: 96.001%

##### 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: 267567  95.34%
# Correctly spam:     261529  49.82%
# False positives:     13067  4.66%
# False negatives:    263451  50.18%
# TCR(l=50): 0.572622  SpamRecall: 49.817%  SpamPrec: 95.241%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33402  95.15%
# Correctly spam:      32604  49.73%
# False positives:      1701  4.85%
# False negatives:     32960  50.27%
# TCR(l=50): 0.555580  SpamRecall: 49.729%  SpamPrec: 95.042%