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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168370  11.779%  (99.275% of non-spam corpus)
# Correctly spam:     1215429  85.027%  (96.473% of spam corpus)
# False positives:      1230  0.086%  (0.725% of nonspam, 608475 weighted)
# False negatives:     44429  3.108%  (3.527% of spam, 129162 weighted)
# Average score for spam:  12.3    nonspam: -0.7
# Average for false-pos:   6.7  false-neg: 2.9
# TOTAL:              1429458  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21213  99.29%
# Correctly spam:     151988  96.55%
# False positives:       151  0.71%
# False negatives:      5429  3.45%
# TCR(l=50): 12.128592  SpamRecall: 96.551%  SpamPrec: 99.901%

##### 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: 168766  99.51%
# Correctly spam:     696288  55.27%
# False positives:       834  0.49%
# False negatives:    563570  44.73%
# TCR(l=50): 2.081481  SpamRecall: 55.267%  SpamPrec: 99.880%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21263  99.53%
# Correctly spam:      87024  55.28%
# False positives:       101  0.47%
# False negatives:     70393  44.72%
# TCR(l=50): 2.086569  SpamRecall: 55.282%  SpamPrec: 99.884%