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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 477188  41.787%  (99.593% of non-spam corpus)
# Correctly spam:     513410  44.959%  (77.460% of spam corpus)
# False positives:      1950  0.171%  (0.407% of nonspam,  77587 weighted)
# False negatives:    149399  13.083%  (22.540% of spam, 333355 weighted)
# Average score for spam:  9.5    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.2
# TOTAL:              1141947  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  59539  99.57%
# Correctly spam:      63973  77.37%
# False positives:       258  0.43%
# False negatives:     18709  22.63%
# TCR(l=50): 2.615774  SpamRecall: 77.372%  SpamPrec: 99.598%

##### 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: 463360  96.71%
# Correctly spam:     314726  47.48%
# False positives:     15778  3.29%
# False negatives:    348083  52.52%
# TCR(l=50): 0.582954  SpamRecall: 47.484%  SpamPrec: 95.226%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  57809  96.68%
# Correctly spam:      39073  47.26%
# False positives:      1988  3.32%
# False negatives:     43609  52.74%
# TCR(l=50): 0.578159  SpamRecall: 47.257%  SpamPrec: 95.158%