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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 275637  30.930%  (95.247% of non-spam corpus)
# Correctly spam:     425099  47.701%  (70.641% of spam corpus)
# False positives:     13756  1.544%  (4.753% of nonspam, 828508 weighted)
# False negatives:    176674  19.825%  (29.359% of spam, 490136 weighted)
# Average score for spam:  7.9    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              891166  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34372  95.02%
# Correctly spam:      54630  72.65%
# False positives:      1800  4.98%
# False negatives:     20562  27.35%
# TCR(l=50): 0.680089  SpamRecall: 72.654%  SpamPrec: 96.810%

##### 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: 275482  95.19%
# Correctly spam:     255214  42.41%
# False positives:     13911  4.81%
# False negatives:    346559  57.59%
# TCR(l=50): 0.577457  SpamRecall: 42.410%  SpamPrec: 94.831%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34467  95.29%
# Correctly spam:      31974  42.52%
# False positives:      1705  4.71%
# False negatives:     43218  57.48%
# TCR(l=50): 0.585298  SpamRecall: 42.523%  SpamPrec: 94.937%