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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179169  29.692%  (99.352% of non-spam corpus)
# Correctly spam:     403643  66.891%  (95.403% of spam corpus)
# False positives:      1169  0.194%  (0.648% of nonspam, 182769 weighted)
# False negatives:     19451  3.223%  (4.597% of spam,  56778 weighted)
# Average score for spam:  12.2    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 2.9
# TOTAL:              603432  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22509  99.41%
# Correctly spam:      50309  95.46%
# False positives:       133  0.59%
# False negatives:      2391  4.54%
# TCR(l=50): 5.829001  SpamRecall: 95.463%  SpamPrec: 99.736%

##### 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: 179617  99.60%
# Correctly spam:     204120  48.24%
# False positives:       721  0.40%
# False negatives:    218974  51.76%
# TCR(l=50): 1.659036  SpamRecall: 48.245%  SpamPrec: 99.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22556  99.62%
# Correctly spam:      25329  48.06%
# False positives:        86  0.38%
# False negatives:     27371  51.94%
# TCR(l=50): 1.663983  SpamRecall: 48.063%  SpamPrec: 99.662%