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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 221625  33.988%  (98.871% of non-spam corpus)
# Correctly spam:     297575  45.635%  (69.541% of spam corpus)
# False positives:      2531  0.388%  (1.129% of nonspam, 149612 weighted)
# False negatives:    130341  19.989%  (30.459% of spam, 334954 weighted)
# Average score for spam:  8.3    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              652072  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27752  98.89%
# Correctly spam:      36928  69.22%
# False positives:       312  1.11%
# False negatives:     16419  30.78%
# TCR(l=50): 1.666105  SpamRecall: 69.222%  SpamPrec: 99.162%

##### 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: 216703  96.68%
# Correctly spam:     165501  38.68%
# False positives:      7453  3.32%
# False negatives:    262415  61.32%
# TCR(l=50): 0.673814  SpamRecall: 38.676%  SpamPrec: 95.691%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27111  96.60%
# Correctly spam:      20539  38.50%
# False positives:       953  3.40%
# False negatives:     32808  61.50%
# TCR(l=50): 0.663042  SpamRecall: 38.501%  SpamPrec: 95.566%
