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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171406  24.936%  (97.050% of non-spam corpus)
# Correctly spam:     416309  60.565%  (81.508% of spam corpus)
# False positives:      5211  0.758%  (2.950% of nonspam, 456215 weighted)
# False negatives:     94447  13.740%  (18.492% of spam, 249773 weighted)
# Average score for spam:  7.0    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              687373  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21588  97.20%
# Correctly spam:      51934  81.40%
# False positives:       621  2.80%
# False negatives:     11867  18.60%
# TCR(l=50): 1.486614  SpamRecall: 81.400%  SpamPrec: 98.818%

##### 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: 171697  97.21%
# Correctly spam:     352669  69.05%
# False positives:      4920  2.79%
# False negatives:    158087  30.95%
# TCR(l=50): 1.263975  SpamRecall: 69.048%  SpamPrec: 98.624%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21639  97.43%
# Correctly spam:      43885  68.78%
# False positives:       570  2.57%
# False negatives:     19916  31.22%
# TCR(l=50): 1.317767  SpamRecall: 68.784%  SpamPrec: 98.718%