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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162409  43.204%  (99.095% of non-spam corpus)
# Correctly spam:     159777  42.504%  (75.360% of spam corpus)
# False positives:      1484  0.395%  (0.905% of nonspam, 122847 weighted)
# False negatives:     52240  13.897%  (24.640% of spam, 136948 weighted)
# Average score for spam:  18.7    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              375910  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20462  99.04%
# Correctly spam:      19972  75.29%
# False positives:       198  0.96%
# False negatives:      6556  24.71%
# TCR(l=50): 1.612056  SpamRecall: 75.286%  SpamPrec: 99.018%

##### 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: 163313  99.65%
# Correctly spam:     126476  59.65%
# False positives:       580  0.35%
# False negatives:     85541  40.35%
# TCR(l=50): 1.851014  SpamRecall: 59.654%  SpamPrec: 99.544%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20595  99.69%
# Correctly spam:      15812  59.60%
# False positives:        65  0.31%
# False negatives:     10716  40.40%
# TCR(l=50): 1.899470  SpamRecall: 59.605%  SpamPrec: 99.591%