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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 235759  38.012%  (98.884% of non-spam corpus)
# Correctly spam:     224561  36.206%  (58.815% of spam corpus)
# False positives:      2660  0.429%  (1.116% of nonspam, 132791 weighted)
# False negatives:    157248  25.353%  (41.185% of spam, 361435 weighted)
# Average score for spam:  6.0    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              620228  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29475  98.80%
# Correctly spam:      28233  59.32%
# False positives:       357  1.20%
# False negatives:     19363  40.68%
# TCR(l=50): 1.279015  SpamRecall: 59.318%  SpamPrec: 98.751%

##### 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: 231279  97.01%
# Correctly spam:     120532  31.57%
# False positives:      7140  2.99%
# False negatives:    261277  68.43%
# TCR(l=50): 0.617537  SpamRecall: 31.569%  SpamPrec: 94.408%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28918  96.94%
# Correctly spam:      15170  31.87%
# False positives:       914  3.06%
# False negatives:     32426  68.13%
# TCR(l=50): 0.609221  SpamRecall: 31.872%  SpamPrec: 94.317%
