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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 255269  26.732%  (99.737% of non-spam corpus)
# Correctly spam:     616339  64.543%  (88.176% of spam corpus)
# False positives:       673  0.070%  (0.263% of nonspam, 122411 weighted)
# False negatives:     82649  8.655%  (11.824% of spam, 193500 weighted)
# Average score for spam:  18.0    nonspam: -0.7
# Average for false-pos:   6.7  false-neg: 2.3
# TOTAL:              954930  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31861  99.67%
# Correctly spam:      77074  88.38%
# False positives:       106  0.33%
# False negatives:     10133  11.62%
# TCR(l=50): 5.650684  SpamRecall: 88.381%  SpamPrec: 99.863%

##### 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: 253479  99.04%
# Correctly spam:     360011  51.50%
# False positives:      2463  0.96%
# False negatives:    338977  48.50%
# TCR(l=50): 1.512545  SpamRecall: 51.505%  SpamPrec: 99.321%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31674  99.08%
# Correctly spam:      44872  51.45%
# False positives:       293  0.92%
# False negatives:     42335  48.55%
# TCR(l=50): 1.530350  SpamRecall: 51.455%  SpamPrec: 99.351%