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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151412  20.691%  (97.568% of non-spam corpus)
# Correctly spam:     406356  55.531%  (70.477% of spam corpus)
# False positives:      3774  0.516%  (2.432% of nonspam, 425115 weighted)
# False negatives:    170224  23.262%  (29.523% of spam, 341257 weighted)
# Average score for spam:  8.3    nonspam: 0.8
# Average for false-pos:   6.1  false-neg: 2.0
# TOTAL:              731766  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18968  97.12%
# Correctly spam:      50710  70.47%
# False positives:       562  2.88%
# False negatives:     21246  29.53%
# TCR(l=50): 1.458193  SpamRecall: 70.474%  SpamPrec: 98.904%

##### 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: 150819  97.19%
# Correctly spam:     334352  57.99%
# False positives:      4367  2.81%
# False negatives:    242228  42.01%
# TCR(l=50): 1.251862  SpamRecall: 57.989%  SpamPrec: 98.711%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18959  97.08%
# Correctly spam:      41772  58.05%
# False positives:       571  2.92%
# False negatives:     30184  41.95%
# TCR(l=50): 1.225117  SpamRecall: 58.052%  SpamPrec: 98.651%