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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 196151  15.614%  (99.540% of non-spam corpus)
# Correctly spam:     986363  78.515%  (93.121% of spam corpus)
# False positives:       906  0.072%  (0.460% of nonspam, 325425 weighted)
# False negatives:     72861  5.800%  (6.879% of spam, 133148 weighted)
# Average score for spam:  14.9    nonspam: -0.7
# Average for false-pos:   6.7  false-neg: 1.8
# TOTAL:              1256281  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24513  99.52%
# Correctly spam:     123228  93.19%
# False positives:       119  0.48%
# False negatives:      9002  6.81%
# TCR(l=50): 8.843633  SpamRecall: 93.192%  SpamPrec: 99.904%

##### 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: 194752  98.83%
# Correctly spam:     488739  46.14%
# False positives:      2305  1.17%
# False negatives:    570485  53.86%
# TCR(l=50): 1.544655  SpamRecall: 46.141%  SpamPrec: 99.531%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24334  98.79%
# Correctly spam:      60998  46.13%
# False positives:       298  1.21%
# False negatives:     71232  53.87%
# TCR(l=50): 1.535202  SpamRecall: 46.130%  SpamPrec: 99.514%