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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152227  15.205%  (99.215% of non-spam corpus)
# Correctly spam:     813178  81.222%  (95.922% of spam corpus)
# False positives:      1204  0.120%  (0.785% of nonspam, 440990 weighted)
# False negatives:     34569  3.453%  (4.078% of spam,  85952 weighted)
# Average score for spam:  9.8    nonspam: -0.8
# Average for false-pos:   6.6  false-neg: 2.5
# TOTAL:              1001178  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19136  99.16%
# Correctly spam:     101421  95.96%
# False positives:       163  0.84%
# False negatives:      4270  4.04%
# TCR(l=50): 8.509742  SpamRecall: 95.960%  SpamPrec: 99.840%

##### 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: 152632  99.48%
# Correctly spam:     310073  36.58%
# False positives:       799  0.52%
# False negatives:    537674  63.42%
# TCR(l=50): 1.467645  SpamRecall: 36.576%  SpamPrec: 99.743%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19190  99.44%
# Correctly spam:      38390  36.32%
# False positives:       109  0.56%
# False negatives:     67301  63.68%
# TCR(l=50): 1.452777  SpamRecall: 36.323%  SpamPrec: 99.717%